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ORCIDAlfred O. Hero III
Alfred Olivier Hero – Al Hero
Person information
- affiliation: University of Michigan, Department of Electrical Engineering and Computer Science, Ann Arbor, MI, USA
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2020 – today
- 2024
[j215]Ren Wang
, Zhe Xu, Alfred O. Hero III:
Multi-Trigger-Key: Toward Multi-Task Privacy Preserving in Deep Learning. IEEE Access 12: 16939-16950 (2024)- [j214]Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III:
Iterative Sketching for Secure Coded Regression. IEEE J. Sel. Areas Inf. Theory 5: 148-161 (2024) - [j213]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Gradient Coding With Iterative Block Leverage Score Sampling. IEEE Trans. Inf. Theory 70(9): 6639-6664 (2024) - [j212]Lin Zhou, Qianyun Wang, Jingjing Wang, Lin Bai, Alfred O. Hero III:
Large and Small Deviations for Statistical Sequence Matching. IEEE Trans. Inf. Theory 70(11): 7532-7562 (2024) - [c284]Chongyu Fan, Jiancheng Liu, Alfred Olivier Hero, Sijia Liu:
Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning. ECCV (21) 2024: 278-297 - [c283]Lin Zhou, Qianyun Wang, Jingjing Wang, Lin Bai, Alfred O. Hero III:
Large Deviations for Statistical Sequence Matching. ISIT 2024: 1275-1280 - [c282]Ren Wang, Yuxuan Li, Alfred O. Hero III:
Deep Adversarial Defense Against Multilevel $-\ell_{P}$ Attacks. MLSP 2024: 1-6 - [i152]Chongyu Fan, Jiancheng Liu, Alfred O. Hero III, Sijia Liu:
Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning. CoRR abs/2403.07362 (2024) - [i151]Lin Zhou, Qianyun Wang, Jingjing Wang, Lin Bai, Alfred O. Hero III:
Large and Small Deviations for Statistical Sequence Matching. CoRR abs/2407.02816 (2024) - 2023
- [j211]Mehmet Aktukmak, Yasin Yilmaz, Alfred O. Hero III:
Any-Shot Learning From Multimodal Observations (ALMO). IEEE Access 11: 61513-61524 (2023) - [j210]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Securely Aggregated Coded Matrix Inversion. IEEE J. Sel. Areas Inf. Theory 4: 405-419 (2023) - [j209]Yun Wei, Bala Rajaratnam, Alfred O. Hero III:
A Unified Framework for Correlation Mining in Ultra-High Dimension. IEEE Trans. Inf. Theory 69(1): 334-382 (2023) - [j208]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive 20 Questions Search for a Moving Target. IEEE Trans. Inf. Theory 69(9): 5463-5484 (2023) - [j207]Mehmet Aktukmak, Haonan Zhu, Marc G. Chevrette, Julia Nepper, Shruthi Magesh, Jo Handelsman, Alfred O. Hero III:
A Graphical Model for Fusing Diverse Microbiome Data. IEEE Trans. Signal Process. 71: 3399-3412 (2023) - [c281]Robert P. Malinas, Dogyoon Song, Alfred O. Hero III:
Community Detection in High-Dimensional Graph Ensembles. ACSSC 2023: 322-329 - [c280]Hongyi Yang, Richard Gonzalez, Brahmajee K. Nallamothu, Keith D. Aaronson, Kevin R. Ward, Alfred O. Hero III, Sardar Ansari:
A Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest-k Loss. BIBM 2023: 3226-3133 - [c279]Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III:
Robustness-Preserving Lifelong Learning Via Dataset Condensation. ICASSP 2023: 1-5 - [c278]Michael Rudow, Neophytos Charalambides, Alfred O. Hero III, K. V. Rashmi:
Compression-Informed Coded Computing. ISIT 2023: 2177-2182 - [c277]Zeyu Sun, Dogyoon Song, Alfred O. Hero III:
Minimum-Risk Recalibration of Classifiers. NeurIPS 2023 - [c276]Neophytos Charalambides, Alfred O. Hero III:
Graph Sparsification by Approximate matrix Multiplication. SSP 2023: 180-184 - [i150]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Federated Coded Matrix Inversion. CoRR abs/2301.03539 (2023) - [i149]Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III:
Robustness-preserving Lifelong Learning via Dataset Condensation. CoRR abs/2303.04183 (2023) - [i148]Neophytos Charalambides, Alfred O. Hero III:
Graph Sparsification by Approximate Matrix Multiplication. CoRR abs/2304.08581 (2023) - [i147]Zeyu Sun, Dogyoon Song, Alfred O. Hero III:
Minimum-Risk Recalibration of Classifiers. CoRR abs/2305.10886 (2023) - [i146]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Gradient Coding through Iterative Block Leverage Score Sampling. CoRR abs/2308.03096 (2023) - [i145]Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III:
Iterative Sketching for Secure Coded Regression. CoRR abs/2308.04185 (2023) - 2022
- [j206]Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III:
RAILS: A Robust Adversarial Immune-Inspired Learning System. IEEE Access 10: 22061-22078 (2022) - [j205]Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III:
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. IEEE Access 10: 103074-103088 (2022) - [j204]Mayank Baranwal, Abram Magner, Jacob Saldinger, Emine Sumeyra Turali-Emre, Paolo Elvati, Shivani Kozarekar, J. Scott Vanepps, Nicholas A. Kotov, Angela Violi, Alfred O. Hero III:
Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions. BMC Bioinform. 23(1): 370 (2022) - [j203]Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero III:
A Pattern Dictionary Method for Anomaly Detection. Entropy 24(8): 1095 (2022) - [j202]Yu Wang, Zeyu Sun, Alfred O. Hero III:
TensorGraphicalModels: A Julia toolbox for multiway covariance models and ensemble Kalman filter. Softw. Impacts 13: 100308 (2022) - [j201]Abram Magner, Mayank Baranwal, Alfred O. Hero III:
Fundamental Limits of Deep Graph Convolutional Networks for Graph Classification. IEEE Trans. Inf. Theory 68(5): 3218-3233 (2022) - [j200]Lin Zhou, Yun Wei, Alfred O. Hero III:
Second-Order Asymptotically Optimal Outlier Hypothesis Testing. IEEE Trans. Inf. Theory 68(6): 3585-3607 (2022) - [j199]Lin Zhou, Lin Bai, Alfred Olivier Hero:
Resolution Limits of Non-Adaptive 20 Questions Search for Multiple Targets. IEEE Trans. Inf. Theory 68(8): 4964-4982 (2022) - [c275]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Secure Linear MDS Coded Matrix Inversion. Allerton 2022: 1-8 - [c274]Benjamin D. Robinson, Robert P. Malinas, Van Latimer, Beth Bjorkman Morrison, Alfred O. Hero III:
An Improvement on the Hotelling $T^{2}$ Test Using the Ledoit-Wolf Nonlinear Shrinkage Estimator. EUSIPCO 2022: 2106-2110 - [c273]Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III:
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. FUSION 2022: 1-8 - [c272]Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III:
Orthonormal Sketches for Secure Coded Regression. ISIT 2022: 826-831 - [c271]Lin Zhou, Yun Wei, Alfred O. Hero III:
Asymptotics for Outlier Hypothesis Testing. ISIT 2022: 3303-3308 - [c270]Byoungwook Jang, Julia Nepper, Marc G. Chevrette, Jo Handelsman, Alfred O. Hero III:
High Dimensional Stochastic Linear Contextual Bandit with Missing Covariates. MLSP 2022: 1-6 - [i144]Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III:
Orthonormal Sketches for Secure Coded Regression}. CoRR abs/2201.08522 (2022) - [i143]Lin Zhou, Yun Wei, Alfred O. Hero III:
Asymptotics for Outlier Hypothesis Testing. CoRR abs/2201.09200 (2022) - [i142]Zeyu Sun, Monica G. Bobra, Xiantong Wang, Yu Wang, Hu Sun, Tamas Gombosi, Yang Chen, Alfred Olivier Hero:
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data. CoRR abs/2204.03710 (2022) - [i141]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive 20 Questions Search for a Moving Target. CoRR abs/2206.08884 (2022) - [i140]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Secure Linear MDS Coded Matrix Inversion. CoRR abs/2207.06271 (2022) - [i139]Byoungwook Jang, Julia Nepper, Marc G. Chevrette, Jo Handelsman, Alfred O. Hero III:
High dimensional stochastic linear contextual bandit with missing covariates. CoRR abs/2207.11165 (2022) - [i138]Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III:
Uncertain Bayesian Networks: Learning from Incomplete Data. CoRR abs/2208.04221 (2022) - [i137]Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III:
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. CoRR abs/2208.07368 (2022) - 2021
- [j198]Mayank Baranwal, Kunal Garg, Dimitra Panagou, Alfred O. Hero III:
Robust Distributed Fixed-Time Economic Dispatch Under Time-Varying Topology. IEEE Control. Syst. Lett. 5(4): 1183-1188 (2021) - [j197]Morteza Noshad, Jerome Choi, Yuming Sun, Alfred O. Hero III, Ivo D. Dinov:
A data value metric for quantifying information content and utility. J. Big Data 8(1): 82 (2021) - [j196]Hagit Messer, Arye Nehorai, Jeffrey L. Krolik, José M. F. Moura, Al Hero, Joseph Tabrikian:
In Remembrance of Peter Schultheiss [In Memoriam]. IEEE Signal Process. Mag. 38(3): 10 (2021) - [j195]Xichen She, Yaya Zhai, Ricardo Henao, Christopher W. Woods, Christopher Chiu, Geoffrey S. Ginsburg, Peter X. K. Song, Alfred O. Hero III:
Adaptive Multi-Channel Event Segmentation and Feature Extraction for Monitoring Health Outcomes. IEEE Trans. Biomed. Eng. 68(8): 2377-2388 (2021) - [j194]Lin Zhou, Alfred O. Hero III:
Resolution Limits for the Noisy Non-Adaptive 20 Questions Problem. IEEE Trans. Inf. Theory 67(4): 2055-2073 (2021) - [j193]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble Estimation of Generalized Mutual Information With Applications to Genomics. IEEE Trans. Inf. Theory 67(9): 5963-5996 (2021) - [j192]Benjamin D. Robinson, Robert P. Malinas, Alfred O. Hero III:
Space-Time Adaptive Detection at Low Sample Support. IEEE Trans. Signal Process. 69: 2939-2954 (2021) - [j191]Yasin Yilmaz, Mehmet Aktukmak, Alfred O. Hero III:
Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets Via Generative Models. IEEE Trans. Signal Process. 69: 5175-5188 (2021) - [c269]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Approximate Weighted C R Coded Matrix Multiplication. ICASSP 2021: 5095-5099 - [c268]Lin Zhou, Alfred Olivier Hero:
Resolution Limits of 20 Questions Search Strategies for Moving Targets. ICASSP 2021: 5210-5214 - [c267]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Data Discovery Using Lossless Compression-Based Sparse Representation. ICASSP 2021: 5539-5543 - [c266]Yu Wang, Alfred Olivier Hero:
SG-PALM: a Fast Physically Interpretable Tensor Graphical Model. ICML 2021: 10783-10793 - [c265]Lin Zhou, Alfred O. Hero III:
Achievable Resolution Limits for the Noisy Adaptive 20 Questions Problem. ISIT 2021: 784-789 - [c264]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive 20 Questions Estimation for Multiple Targets. ISIT 2021: 790-795 - [c263]Lin Zhou, Alfred O. Hero III, Yun Wei:
Second-Order Asymptotically Optimal Outlying Sequence Detection with Reject Option. ITW 2021: 1-6 - [c262]Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III:
Uncertain Bayesian Networks: Learning from Incomplete Data. MLSP 2021: 1-6 - [i136]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive 20 Questions Search for Multiple Targets. CoRR abs/2101.06843 (2021) - [i135]Lin Zhou, Alfred Olivier Hero:
Resolution Limits of 20 Questions Search Strategies for Moving Targets. CoRR abs/2103.08097 (2021) - [i134]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Data Discovery Using Lossless Compression-Based Sparse Representation. CoRR abs/2103.08765 (2021) - [i133]Lin Zhou, Alfred O. Hero III:
Achievable Resolution Limits for the Noisy Adaptive 20 Questions Problem. CoRR abs/2105.00265 (2021) - [i132]Yu Wang, Alfred O. Hero III:
SG-PALM: a Fast Physically Interpretable Tensor Graphical Model. CoRR abs/2105.12271 (2021) - [i131]Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III:
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. CoRR abs/2106.14300 (2021) - [i130]Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III:
RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR abs/2107.02840 (2021) - [i129]Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Indika Rajapakse, Alfred Olivier Hero:
Immuno-mimetic Deep Neural Networks (Immuno-Net). CoRR abs/2107.02842 (2021) - [i128]Yasin Yilmaz, Mehmet Aktukmak, Alfred O. Hero III:
Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets via Generative Models. CoRR abs/2108.12445 (2021) - [i127]Neophytos Charalambides, Hessam Mahdavifar, Alfred O. Hero III:
Numerically Stable Binary Coded Computations. CoRR abs/2109.10484 (2021) - [i126]Ren Wang, Zhe Xu, Alfred O. Hero III:
Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning. CoRR abs/2110.03106 (2021) - [i125]Yu Wang, Alfred O. Hero III:
Multiway Ensemble Kalman Filter. CoRR abs/2112.04322 (2021) - [i124]Davoud Ataee Tarzanagh, Laura Balzano, Alfred O. Hero III:
Fair Structure Learning in Heterogeneous Graphical Models. CoRR abs/2112.05128 (2021) - 2020
- [j190]Mayank Baranwal, Abram Magner, Paolo Elvati, Jacob Saldinger, Angela Violi, Alfred O. Hero III:
A deep learning architecture for metabolic pathway prediction. Bioinform. 36(8): 2547-2553 (2020) - [j189]Raymond H. Chan, Albert Cohen, Jalal Fadili, Alfred O. Hero III, Gabriele Steidl:
Guest Editorial: Special Issue in Memory of Mila Nikolova. J. Math. Imaging Vis. 62(6-7): 771-772 (2020) - [j188]Joel W. LeBlanc, Brian J. Thelen, Alfred O. Hero III:
Testing that a Local Optimum of the Likelihood is Globally Optimum Using Reparameterized Embeddings. J. Math. Imaging Vis. 62(6-7): 858-871 (2020) - [j187]Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney:
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications. IEEE Signal Process. Mag. 37(5): 43-54 (2020) - [j186]Salimeh Yasaei Sekeh, Brandon Oselio, Alfred O. Hero III:
Learning to Bound the Multi-Class Bayes Error. IEEE Trans. Signal Process. 68: 3793-3807 (2020) - [c261]Yu Wang, Byoungwook Jang, Alfred O. Hero III:
The Sylvester Graphical Lasso (SyGlasso). AISTATS 2020: 1943-1953 - [c260]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Weighted Gradient Coding with Leverage Score Sampling. ICASSP 2020: 5215-5219 - [c259]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Pattern-Based Analysis of Time Series: Estimation. ISIT 2020: 1236-1241 - [c258]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive Querying for Noisy 20 Questions Estimation. ISIT 2020: 2167-2172 - [c257]Neophytos Charalambides, Hessam Mahdavifar, Alfred O. Hero III:
Numerically Stable Binary Gradient Coding. ISIT 2020: 2622-2627 - [c256]Abram Magner, Mayank Baranwal, Alfred O. Hero III:
The Power of Graph Convolutional Networks to Distinguish Random Graph Models. ISIT 2020: 2664-2669 - [i123]Neophytos Charalambides, Hessam Mahdavifar, Alfred O. Hero III:
Numerically Stable Binary Gradient Coding. CoRR abs/2001.11449 (2020) - [i122]Yu Wang, Byoungwook Jang, Alfred O. Hero III:
The Sylvester Graphical Lasso (SyGlasso). CoRR abs/2002.00288 (2020) - [i121]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Weighted Gradient Coding with Leverage Score Sampling. CoRR abs/2002.02291 (2020) - [i120]Abram Magner, Mayank Baranwal, Alfred O. Hero III:
The Power of Graph Convolutional Networks to Distinguish Random Graph Models: Short Version. CoRR abs/2002.05678 (2020) - [i119]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Straggler Robust Distributed Matrix Inverse Approximation. CoRR abs/2003.02948 (2020) - [i118]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive Querying for Noisy 20 Questions Estimation. CoRR abs/2004.07231 (2020) - [i117]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Pattern-Based Analysis of Time Series: Estimation. CoRR abs/2005.00926 (2020) - [i116]Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney:
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning. CoRR abs/2006.06224 (2020) - [i115]Lin Zhou, Yun Wei, Alfred O. Hero III:
Second-Order Asymptotically Optimal Universal Outlying Sequence Detection with Reject Option. CoRR abs/2009.03505 (2020) - [i114]Ekdeep Singh Lubana, Puja Trivedi, Conrad D. Hougen, Robert P. Dick, Alfred O. Hero III:
OrthoReg: Robust Network Pruning Using Orthonormality Regularization. CoRR abs/2009.05014 (2020) - [i113]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Approximate Weighted CR Coded Matrix Multiplication. CoRR abs/2011.09709 (2020) - [i112]Ren Wang, Tianqi Chen, Stephen Lindsly, Alnawaz Rehemtulla, Alfred O. Hero III, Indika Rajapakse:
RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR abs/2012.10485 (2020)
2010 – 2019
- 2019
- [j185]Inyong Yun, Cheolkon Jung, Xinran Wang, Alfred O. Hero III, Joongkyu Kim:
Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment. IEEE Access 7: 23027-23037 (2019) - [j184]Lin Zhou, Alfred O. Hero III:
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information. Entropy 21(4): 410 (2019) - [j183]Salimeh Yasaei Sekeh, Alfred O. Hero III:
Geometric Estimation of Multivariate Dependency. Entropy 21(8): 787 (2019) - [j182]Salimeh Yasaei Sekeh, Morteza Noshad, Kevin R. Moon, Alfred O. Hero III:
Convergence Rates for Empirical Estimation of Binary Classification Bounds. Entropy 21(12): 1144 (2019) - [j181]Pin-Yu Chen, Chun-Chen Tu, Pai-Shun Ting, Ya-Yun Lo, Danai Koutra, Alfred O. Hero III:
Identifying Influential Links for Event Propagation on Twitter: A Network of Networks Approach. IEEE Trans. Signal Inf. Process. over Networks 5(1): 139-151 (2019) - [j180]Elizabeth Hou, Yasin Yilmaz, Alfred O. Hero III:
Anomaly Detection in Partially Observed Traffic Networks. IEEE Trans. Signal Process. 67(6): 1461-1476 (2019) - [j179]Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar:
Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization. IEEE Trans. Signal Process. 67(24): 6256-6269 (2019) - [c255]Byoungwook Jang, Alfred O. Hero III:
Minimum Volume Topic Modeling. AISTATS 2019: 3013-3021 - [c254]Brandon Oselio, Alfred O. Hero III, Amir Sadeghian, Silvio Savarese:
Time-Varying Interaction Estimation Using Ensemble Methods. DSW 2019: 69-75 - [c253]Morteza Noshad, Yu Zeng, Alfred O. Hero III:
Scalable Mutual Information Estimation Using Dependence Graphs. ICASSP 2019: 2962-2966 - [c252]Salimeh Yasaei Sekeh, Alfred O. Hero III:
Feature Selection for Mutlti-labeled Variables via Dependency Maximization. ICASSP 2019: 3127-3131 - [c251]Hafiz Tiomoko Ali, Sijia Liu, Yasin Yilmaz, Romain Couillet, Indika Rajapakse, Alfred O. Hero III:
Latent Heterogeneous Multilayer Community Detection. ICASSP 2019: 8142-8146 - [c250]Lin Zhou, Alfred O. Hero III:
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information. ISIT 2019: 1817-1821 - [i111]Lin Zhou, Alfred O. Hero III:
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information. CoRR abs/1901.01356 (2019) - [i110]Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar:
Semi-supervised Learning in Network-Structured Data via Total Variation Minimization. CoRR abs/1901.09838 (2019) - [i109]Salimeh Yasaei Sekeh, Alfred O. Hero III:
Feature Selection for multi-labeled variables via Dependency Maximization. CoRR abs/1902.03544 (2019) - [i108]Byoungwook Jang, Alfred O. Hero III:
Minimum Volume Topic Modeling. CoRR abs/1904.02064 (2019) - [i107]Pin-Yu Chen, Sutanay Choudhury, Luke Rodriguez, Alfred O. Hero III, Indrajit Ray:
Enterprise Cyber Resiliency Against Lateral Movement: A Graph Theoretic Approach. CoRR abs/1905.01002 (2019) - [i106]Salimeh Yasaei Sekeh, Alfred O. Hero III:
Geometric Estimation of Multivariate Dependency. CoRR abs/1905.08594 (2019) - [i105]Mayank Baranwal, Kunal Garg, Alfred O. Hero III, Dimitra Panagou:
Distributed Optimization in Fixed-Time. CoRR abs/1905.10472 (2019) - [i104]Brandon Oselio, Amir Sadeghian, Silvio Savarese, Alfred O. Hero III:
Time-Varying Interaction Estimation Using Ensemble Methods. CoRR abs/1906.10746 (2019) - [i103]Morteza Noshad, Li Xu, Alfred O. Hero III:
Learning to Benchmark: Determining Best Achievable Misclassification Error from Training Data. CoRR abs/1909.07192 (2019) - [i102]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Noisy 20 Questions Estimation. CoRR abs/1909.12954 (2019) - [i101]Salimeh Yasaei Sekeh, Madan Ravi Ganesh, Shurjo Banerjee, Jason J. Corso, Alfred O. Hero III:
Geometric Online Adaptation: Graph-Based OSFS for Streaming Samples. CoRR abs/1910.01182 (2019) - [i100]Abram Magner, Mayank Baranwal, Alfred O. Hero III:
The Power of Graph Convolutional Networks to Distinguish Random Graph Models. CoRR abs/1910.12954 (2019) - [i99]Mayank Baranwal, Kunal Garg, Dimitra Panagou, Alfred O. Hero III:
Distributed Fixed-Time Economic Dispatch under Time-Varying Topology and Uncertain Information. CoRR abs/1910.14214 (2019) - 2018
- [j178]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III:
Ensemble Estimation of Information Divergence †. Entropy 20(8): 560 (2018) - [j177]Markus P. Nemitz, Ryan J. Marcotte, Mohammed E. Sayed, Gonzalo Ferrer, Alfred O. Hero III, Edwin Olson, Adam A. Stokes:
Multi-Functional Sensing for Swarm Robots Using Time Sequence Classification: HoverBot, an Example. Frontiers Robotics AI 5: 55 (2018) - [j176]Elizabeth Hou, Kumar Sricharan, Alfred O. Hero III:
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. IEEE Trans. Inf. Forensics Secur. 13(6): 1446-1459 (2018) - [j175]Hye Won Chung, Brian M. Sadler, Lizhong Zheng, Alfred O. Hero III:
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem. IEEE Trans. Inf. Theory 64(2): 1105-1131 (2018) - [j174]Alan Wisler, Visar Berisha, Andreas Spanias, Alfred O. Hero III:
Direct Estimation of Density Functionals Using a Polynomial Basis. IEEE Trans. Signal Process. 66(3): 558-572 (2018) - [j173]Sijia Liu, Pin-Yu Chen, Alfred O. Hero III:
Accelerated Distributed Dual Averaging Over Evolving Networks of Growing Connectivity. IEEE Trans. Signal Process. 66(7): 1845-1859 (2018) - [j172]Pin-Yu Chen, Alfred O. Hero III:
Phase Transitions and a Model Order Selection Criterion for Spectral Graph Clustering. IEEE Trans. Signal Process. 66(13): 3407-3420 (2018) - [j171]Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III:
Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices. IEEE Trans. Signal Process. 66(17): 4490-4503 (2018) - [j170]Yasin Yilmaz, Alfred O. Hero III:
Multimodal Event Detection in Twitter Hashtag Networks. J. Signal Process. Syst. 90(2): 185-200 (2018) - [c249]Sijia Liu, Jie Chen, Pin-Yu Chen, Alfred O. Hero III:
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications. AISTATS 2018: 288-297 - [c248]Morteza Noshad, Alfred O. Hero III:
Scalable Hash-Based Estimation of Divergence Measures. AISTATS 2018: 1877-1885 - [c247]Hye Won Chung, Ji Oon Lee, Doyeon Kim, Alfred O. Hero III:
Trade-offs Between Query Difficulty and Sample Complexity in Crowdsourced Data Acquisition. Allerton 2018: 639-646 - [c246]Salimeh Yasaei Sekeh, Brandon Oselio, Alfred O. Hero III:
Multi-class Bayes error estimation with a global minimal spanning tree. Allerton 2018: 676-681 - [c245]Morteza Noshad, Alfred O. Hero III:
Rate-Optimal Meta Learning of Classification Error. ICASSP 2018: 2481-2485 - [c244]Elizabeth Hou, Alfred O. Hero III:
Sequential Maximum Margin Classifiers for Partially Labeled Data. ICASSP 2018: 2826-2830 - [c243]Salimeh Yasaei Sekeh, Brandon Oselio, Alfred O. Hero III:
A Dimension-Independent Discriminant Between Distributions. ICASSP 2018: 4419-4423 - [c242]Hye Won Chung, Brian M. Sadler, Lizhong Zheng, Alfred O. Hero III:
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem. ICASSP 2018: 4424-4428 - [c241]Sijia Liu, Pin-Yu Chen, Indika Rajapakse, Alfred O. Hero III:
First-Order Bifurcation Detection for Dynamic Complex Networks. ICASSP 2018: 6912-6916 - [c240]Hye Won Chung, Ji Oon Lee, Alfred O. Hero III:
Fundamental Limits on Data Acquisition: Trade-offs Between Sample Complexity and Query Difficulty. ISIT 2018: 681-685 - [c239]Morteza Noshad, Alfred O. Hero III:
Scalable Hash-Based Estimation of Divergence Measures. ITA 2018: 1-10 - [c238]Brandon Oselio, Sijia Liu, Alfred O. Hero III:
Multi-Layer Relevance Networks. SPAWC 2018: 1-5 - [i98]Morteza Noshad, Alfred O. Hero III:
Scalable Hash-Based Estimation of Divergence Measures. CoRR abs/1801.00398 (2018) - [i97]Morteza Noshad, Alfred O. Hero III:
Scalable Mutual Information Estimation using Dependence Graphs. CoRR abs/1801.09125 (2018) - [i96]Salimeh Yasaei Sekeh, Brandon Oselio, Alfred O. Hero III:
A Dimension-Independent discriminant between distributions. CoRR abs/1802.04497 (2018) - [i95]Elizabeth Hou, Alfred O. Hero III:
Sequential Maximum Margin Classifiers for Partially Labeled Data. CoRR abs/1803.02517 (2018) - [i94]Hafiz Tiomoko Ali, Sijia Liu, Yasin Yilmaz, Alfred O. Hero III, Romain Couillet, Indika Rajapakse:
Latent heterogeneous multilayer community detection. CoRR abs/1806.07963 (2018) - [i93]Hye Won Chung, Ji Oon Lee, Doyeon Kim, Alfred O. Hero III:
Parity Crowdsourcing for Cooperative Labeling. CoRR abs/1809.00901 (2018) - [i92]Inyong Yun, Cheolkon Jung, Xinran Wang, Alfred O. Hero III, Joongkyu Kim:
Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment. CoRR abs/1810.00689 (2018) - [i91]Salimeh Yasaei Sekeh, Morteza Noshad, Kevin R. Moon, Alfred O. Hero III:
Convergence Rates for Empirical Estimation of Binary Classification Bounds. CoRR abs/1810.01015 (2018) - [i90]Salimeh Yasaei Sekeh, Brandon Oselio, Alfred O. Hero III:
Learning to Bound the Multi-class Bayes Error. CoRR abs/1811.06419 (2018) - 2017
- [j169]Markus P. Nemitz, Mohammed E. Sayed, John Mamish, Gonzalo Ferrer, Lijun Teng, Ross M. McKenzie, Alfred O. Hero III, Edwin Olson, Adam A. Stokes:
HoverBots: Precise Locomotion Using Robots That Are Designed for Manufacturability. Frontiers Robotics AI 4: 55 (2017) - [j168]Yonina C. Eldar, Alfred O. Hero III, Li Deng, Jeffrey A. Fessler, Jelena Kovacevic, H. Vincent Poor, Steve J. Young:
Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum]. IEEE Signal Process. Mag. 34(6): 8-23 (2017) - [j167]Yoann Altmann, Aurora Maccarone, Aongus McCarthy, Gregory E. Newstadt, Gerald S. Buller, Steve McLaughlin, Alfred O. Hero III:
Robust Spectral Unmixing of Sparse Multispectral Lidar Waveforms Using Gamma Markov Random Fields. IEEE Trans. Computational Imaging 3(4): 658-670 (2017) - [j166]Leonardo Rey Vega, Pablo Piantanida, Alfred O. Hero III:
The Three-Terminal Interactive Lossy Source Coding Problem. IEEE Trans. Inf. Theory 63(1): 532-562 (2017) - [j165]Hamed Firouzi, Alfred O. Hero III, Bala Rajaratnam:
Two-Stage Sampling, Prediction and Adaptive Regression via Correlation Screening. IEEE Trans. Inf. Theory 63(1): 698-714 (2017) - [j164]Hye Won Chung, Brian M. Sadler, Alfred O. Hero III:
Bounds on Variance for Unimodal Distributions. IEEE Trans. Inf. Theory 63(11): 6936-6949 (2017) - [j163]Z. Zhang, Wee-Peng Tay, M. Draief, X. Wang, Edwin K. P. Chong, Alfred O. Hero III:
Introduction to the Issue on Distributed Information Processing in Social Networks. IEEE Trans. Signal Inf. Process. over Networks 3(2): 219-221 (2017) - [j162]Pin-Yu Chen, Alfred O. Hero III:
Multilayer Spectral Graph Clustering via Convex Layer Aggregation: Theory and Algorithms. IEEE Trans. Signal Inf. Process. over Networks 3(3): 553-567 (2017) - [j161]Koby Todros, Alfred O. Hero III:
Measure-Transformed Quasi-Maximum Likelihood Estimation. IEEE Trans. Signal Process. 65(3): 748-763 (2017) - [j160]Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III:
Learning to Classify With Possible Sensor Failures. IEEE Trans. Signal Process. 65(4): 836-849 (2017) - [j159]David A. Castañón, Theodoros Tsiligkaridis, Alfred O. Hero III:
Corrections to "On Decentralized Estimation With Active Queries". IEEE Trans. Signal Process. 65(18): 4971-4972 (2017) - [j158]Kristjan H. Greenewald, Stephen Kelley, Brandon Oselio, Alfred O. Hero III:
Similarity Function Tracking Using Pairwise Comparisons. IEEE Trans. Signal Process. 65(21): 5635-5648 (2017) - [j157]Nir Halay, Koby Todros, Alfred O. Hero III:
Binary Hypothesis Testing via Measure Transformed Quasi-Likelihood Ratio Test. IEEE Trans. Signal Process. 65(24): 6381-6396 (2017) - [c237]Tianpei Xie, Sijia Liu, Alfred O. Hero III:
Semiblind subgraph reconstruction in Gaussian graphical models. GlobalSIP 2017: 628-632 - [c236]Xinran Wang, Cheolkon Jung, Alfred O. Hero III:
Part-level fully convolutional networks for pedestrian detection. ICASSP 2017: 2267-2271 - [c235]Sijia Liu, Pin-Yu Chen, Alfred O. Hero III:
Distributed optimization for evolving networks of growing connectivity. ICASSP 2017: 4079-4083 - [c234]Sijia Liu, Sundeep Prabhakar Chepuri, Geert Leus, Alfred O. Hero III:
Distributed sensor selection for field estimation. ICASSP 2017: 4257-4261 - [c233]Brandon Oselio, Alfred O. Hero III:
Dynamic reconstruction of influence graphs with adaptive directed information. ICASSP 2017: 5935-5939 - [c232]Kevin R. Moon, Morteza Noshad, Salimeh Yasaei Sekeh, Alfred O. Hero III:
Information theoretic structure learning with confidence. ICASSP 2017: 6095-6099 - [c231]Pin-Yu Chen, Thibaut Gensollen, Alfred O. Hero III:
AMOS: An automated model order selection algorithm for spectral graph clustering. ICASSP 2017: 6448-6452 - [c230]Sundeep Prabhakar Chepuri, Sijia Liu, Geert Leus, Alfred O. Hero III:
Learning sparse graphs under smoothness prior. ICASSP 2017: 6508-6512 - [c229]Morteza Noshad, Kevin R. Moon, Salimeh Yasaei Sekeh, Alfred O. Hero III:
Direct estimation of information divergence using nearest neighbor ratios. ISIT 2017: 903-907 - [c228]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble estimation of mutual information. ISIT 2017: 3030-3034 - [i89]Kristjan H. Greenewald, Stephen Kelley, Brandon Oselio, Alfred O. Hero III:
Similarity Function Tracking using Pairwise Comparisons. CoRR abs/1701.02804 (2017) - [i88]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble Estimation of Mutual Information. CoRR abs/1701.08083 (2017) - [i87]Taposh Banerjee, Alfred O. Hero III:
Quickest Hub Discovery in Correlation Graphs. CoRR abs/1702.01225 (2017) - [i86]Elizabeth Hou, Kumar Sricharan, Alfred O. Hero III:
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. CoRR abs/1702.05148 (2017) - [i85]Morteza Noshad, Kevin R. Moon, Salimeh Yasaei Sekeh, Alfred O. Hero III:
Direct Estimation of Information Divergence Using Nearest Neighbor Ratios. CoRR abs/1702.05222 (2017) - [i84]Alan Wisler, Visar Berisha, Andreas Spanias, Alfred O. Hero III:
A data-driven basis for direct estimation of functionals of distributions. CoRR abs/1702.06516 (2017) - [i83]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble Estimation of Distributional Functionals via $k$-Nearest Neighbors. CoRR abs/1707.03083 (2017) - [i82]Pin-Yu Chen, Alfred O. Hero III:
Multilayer Spectral Graph Clustering via Convex Layer Aggregation: Theory and Algorithms. CoRR abs/1708.02620 (2017) - [i81]Sijia Liu, Jie Chen, Pin-Yu Chen, Alfred O. Hero III:
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications. CoRR abs/1710.07804 (2017) - [i80]Morteza Noshad Iranzad, Alfred O. Hero III:
Rate-optimal Meta Learning of Classification Error. CoRR abs/1710.11315 (2017) - [i79]Gerrit J. J. van den Burg, Alfred O. Hero III:
Fast Meta-Learning for Adaptive Hierarchical Classifier Design. CoRR abs/1711.03512 (2017) - [i78]Tianpei Xie, Sijia Liu, Alfred O. Hero III:
Semiblind subgraph reconstruction in Gaussian graphical models. CoRR abs/1711.05391 (2017) - [i77]Hye Won Chung, Ji Oon Lee, Alfred O. Hero III:
Fundamental Limits on Data Acquisition: Trade-offs between Sample Complexity and Query Difficulty. CoRR abs/1712.00157 (2017) - [i76]Farshad Harirchi, Omar A. Khalil, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero III:
A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks. CoRR abs/1712.04493 (2017) - [i75]Omar A. Khalil, Farshad Harirchi, Doohyun Kim, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero III:
Model Reduction in Chemical Reaction Networks: A Data-Driven Sparse-Learning Approach. CoRR abs/1712.06281 (2017) - 2016
- [j156]Jie Chen, Alfred O. Hero III, Indika Rajapakse:
Spectral identification of topological domains. Bioinform. 32(14): 2151-2158 (2016) - [j155]Jie Zheng, Marcelline R. Harris, Anna Maria Masci, Yu Lin, Alfred O. Hero III, Barry Smith, Yongqun He:
The Ontology of Biological and Clinical Statistics (OBCS) for standardized and reproducible statistical analysis. J. Biomed. Semant. 7: 53 (2016) - [j154]Tzu-Yu Liu, Thomas Burke, Lawrence P. Park, Christopher W. Woods, Aimee K. Zaas, Geoffrey S. Ginsburg, Alfred O. Hero III:
An individualized predictor of health and disease using paired reference and target samples. BMC Bioinform. 17: 47 (2016) - [j153]Steve McLaughlin, Marcelo Pereyra, Alfred O. Hero III, Jean-Yves Tourneret, Jean-Christophe Pesquet:
Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing. IEEE J. Sel. Top. Signal Process. 10(2): 221-223 (2016) - [j152]Marcelo Pereyra, Philip Schniter, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero III, Steve McLaughlin:
A Survey of Stochastic Simulation and Optimization Methods in Signal Processing. IEEE J. Sel. Top. Signal Process. 10(2): 224-241 (2016) - [j151]Alfred O. Hero III, Bala Rajaratnam:
Foundational Principles for Large-Scale Inference: Illustrations Through Correlation Mining. Proc. IEEE 104(1): 93-110 (2016) - [j150]Kristjan H. Greenewald, Edmund G. Zelnio, Alfred O. Hero III:
Robust SAR STAP via Kronecker decomposition. IEEE Trans. Aerosp. Electron. Syst. 52(6): 2612-2625 (2016) - [j149]Ko-Jen Hsiao, Kevin S. Xu, Jeff Calder, Alfred O. Hero III:
Multicriteria Similarity-Based Anomaly Detection Using Pareto Depth Analysis. IEEE Trans. Neural Networks Learn. Syst. 27(6): 1307-1321 (2016) - [j148]Visar Berisha, Alan Wisler, Alfred O. Hero III, Andreas Spanias:
Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure. IEEE Trans. Signal Process. 64(3): 580-591 (2016) - [c227]Taposh Banerjee, Alfred O. Hero III:
Quickest hub discovery in correlation graphs. ACSSC 2016: 1248-1255 - [c226]Kristjan H. Greenewald, Stephen Kelley, Alfred O. Hero III:
Dynamic metric learning from pairwise comparisons. Allerton 2016: 1327-1334 - [c225]Pin-Yu Chen, Alfred O. Hero III:
Multilayer spectral graph clustering via convex layer aggregation. GlobalSIP 2016: 317-321 - [c224]Michael Wilmanski, Chris Kreucher, Alfred O. Hero III:
Complex input convolutional neural networks for wide angle SAR ATR. GlobalSIP 2016: 1037-1041 - [c223]Lu Wei, Anand D. Sarwate, Jukka Corander, Alfred O. Hero III, Vahid Tarokh:
Analysis of a privacy-preserving PCA algorithm using random matrix theory. GlobalSIP 2016: 1335-1339 - [c222]Yu-Hui Chen, Roni Mittelman, Boklye Kim, Charles R. Meyer, Alfred O. Hero III:
Particle filtering for slice-to-volume motion correction in EPI based functional MRI. ICASSP 2016: 679-683 - [c221]Koby Todros, Alfred O. Hero III:
Measure-transformed quasi likelihood ratio test. ICASSP 2016: 4259-4263 - [c220]Pin-Yu Chen, Sutanay Choudhury, Alfred O. Hero III:
Multi-centrality graph spectral decompositions and their application to cyber intrusion detection. ICASSP 2016: 4553-4557 - [c219]Stephen V. Gliske, William C. Stacey, Kevin R. Moon, Alfred O. Hero III:
The intrinsic value of HFO features as a biomarker of epileptic activity. ICASSP 2016: 6290-6294 - [c218]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III:
Improving convergence of divergence functional ensemble estimators. ISIT 2016: 1133-1137 - [c217]Hye Won Chung, Lizhong Zheng, Brian M. Sadler, Alfred O. Hero III:
Unequal error protection coding approaches to the noisy 20 questions problem. ISIT 2016: 1700-1704 - [c216]Lu Wei, Zhong Zheng, Alfred O. Hero III, Vahid Tarokh:
Scaling laws and phase transitions for target detection in MIMO radar. ITW 2016: 345-348 - [c215]Brandon Oselio, Alfred O. Hero III:
Dynamic Directed Influence Networks: A Study of Campaigns on Twitter. SBP-BRiMS 2016: 152-161 - [c214]Nir Halay, Koby Todros, Alfred O. Hero III:
Measure transformed quasi likelihood ratio test for Bayesian binary hypothesis testing. SSP 2016: 1-5 - [c213]Yoann Altmann, Aurora Maccarone, Aongus McCarthy, Gregory E. Newstadt, Gerald S. Buller, Stephen McLaughlin, Alfred O. Hero III:
Robust spectral unmixing of multispectral Lidar waveforms. WHISPERS 2016: 1-5 - [p3]Alfred O. Hero III, Bala Rajaratnam:
Large-scale correlation mining for biomolecular network discovery. Big Data over Networks 2016: 409-436 - [e1]Shuguang Cui, Alfred O. Hero III, Zhi-Quan Luo, José M. F. Moura:
Big Data over Networks. Cambridge University Press 2016, ISBN 9781316162750 [contents] - [i74]Yasin Yilmaz, Alfred O. Hero III:
Multimodal Event Detection in Twitter Hashtag Networks. CoRR abs/1601.00306 (2016) - [i73]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III:
Improving Convergence of Divergence Functional Ensemble Estimators. CoRR abs/1601.06884 (2016) - [i72]Kristjan H. Greenewald, Stephen Kelley, Alfred O. Hero III:
Distance Metric Tracking. CoRR abs/1603.03678 (2016) - [i71]Pin-Yu Chen, Alfred O. Hero III:
Phase Transitions and a Model Order Selection Criterion for Spectral Graph Clustering. CoRR abs/1604.03159 (2016) - [i70]Kristjan H. Greenewald, Edmund G. Zelnio, Alfred O. Hero III:
Robust SAR STAP via Kronecker Decomposition. CoRR abs/1605.01790 (2016) - [i69]Hye Won Chung, Brian M. Sadler, Lizhong Zheng, Alfred O. Hero III:
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem. CoRR abs/1606.09233 (2016) - [i68]Sundeep Prabhakar Chepuri, Sijia Liu, Geert Leus, Alfred O. Hero III:
Learning Sparse Graphs Under Smoothness Prior. CoRR abs/1609.03448 (2016) - [i67]Kevin R. Moon, Morteza Noshad, Salimeh Yasaei Sekeh, Alfred O. Hero III:
Information Theoretic Structure Learning with Confidence. CoRR abs/1609.03912 (2016) - [i66]Pin-Yu Chen, Chun-Chen Tu, Pai-Shun Ting, Ya-Yun Lo, Danai Koutra, Alfred O. Hero III:
Identifying Influential Links for Event Propagation on Twitter: A Network of Networks Approach. CoRR abs/1609.05378 (2016) - [i65]Pin-Yu Chen, Thibaut Gensollen, Alfred O. Hero III:
AMOS: An Automated Model Order Selection Algorithm for Spectral Graph Clustering. CoRR abs/1609.06457 (2016) - [i64]Pin-Yu Chen, Alfred O. Hero III:
Multilayer Spectral Graph Clustering via Convex Layer Aggregation. CoRR abs/1609.07200 (2016) - [i63]Kristjan H. Greenewald, Stephen Kelley, Alfred O. Hero III:
Dynamic Metric Learning from Pairwise Comparisons. CoRR abs/1610.03090 (2016) - [i62]Tianpei Xie, Nasser M. Narabadi, Alfred O. Hero III:
Robust training on approximated minimal-entropy set. CoRR abs/1610.06806 (2016) - [i61]Alexander Jung, Alfred O. Hero III, Alexandru Mara, Sabeur Aridhi:
Scalable Semi-Supervised Learning over Networks using Nonsmooth Convex Optimization. CoRR abs/1611.00714 (2016) - 2015
- [j147]Jeff Calder, Selim Esedoglu, Alfred O. Hero III:
A PDE-based Approach to Nondominated Sorting. SIAM J. Numer. Anal. 53(1): 82-104 (2015) - [j146]Visar Berisha, Alfred O. Hero III:
Empirical Non-Parametric Estimation of the Fisher Information. IEEE Signal Process. Lett. 22(7): 988-992 (2015) - [j145]Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Marc De Graef, Jeff P. Simmons, Alfred O. Hero III:
Parameter Estimation in Spherical Symmetry Groups. IEEE Signal Process. Lett. 22(8): 1152-1155 (2015) - [j144]Alexandre Cecilien Dufour, Tzu-Yu Liu, Christel Ducroz, Robin Tournemenne, Beryl Cummings, Roman Thibeaux, Nancy Guillen, Alfred O. Hero III, Jean-Christophe Olivo-Marin:
Signal Processing Challenges in Quantitative 3-D Cell Morphology: More than meets the eye. IEEE Signal Process. Mag. 32(1): 30-40 (2015) - [j143]Yoann Altmann, Steve McLaughlin, Alfred O. Hero III:
Robust Linear Spectral Unmixing Using Anomaly Detection. IEEE Trans. Computational Imaging 1(2): 74-85 (2015) - [j142]Ko-Jen Hsiao, Jeff Calder, Alfred O. Hero III:
Pareto-Depth for Multiple-Query Image Retrieval. IEEE Trans. Image Process. 24(2): 583-594 (2015) - [j141]Dennis L. Wei, Alfred O. Hero III:
Performance Guarantees for Adaptive Estimation of Sparse Signals. IEEE Trans. Inf. Theory 61(4): 2043-2059 (2015) - [j140]Koby Todros, Alfred O. Hero III:
Robust Multiple Signal Classification via Probability Measure Transformation. IEEE Trans. Signal Process. 63(5): 1156-1170 (2015) - [j139]Gregory E. Newstadt, Dennis L. Wei, Alfred O. Hero III:
Adaptive Search and Tracking of Sparse Dynamic Targets Under Resource Constraints. IEEE Trans. Signal Process. 63(9): 2321-2335 (2015) - [j138]Theodoros Tsiligkaridis, Brian M. Sadler, Alfred O. Hero III:
On Decentralized Estimation With Active Queries. IEEE Trans. Signal Process. 63(10): 2610-2622 (2015) - [j137]Goran Marjanovic, Alfred O. Hero III:
l0 Sparse Inverse Covariance Estimation. IEEE Trans. Signal Process. 63(12): 3218-3231 (2015) - [j136]Pin-Yu Chen, Alfred O. Hero III:
Phase Transitions in Spectral Community Detection. IEEE Trans. Signal Process. 63(16): 4339-4347 (2015) - [j135]Pin-Yu Chen, Alfred O. Hero III:
Deep Community Detection. IEEE Trans. Signal Process. 63(21): 5706-5719 (2015) - [j134]Gregory E. Newstadt, Beipeng Mu, Dennis L. Wei, Jonathan P. How, Alfred O. Hero III:
Importance-Weighted Adaptive Search for Multi-Class Targets. IEEE Trans. Signal Process. 63(23): 6299-6314 (2015) - [j133]Kristjan H. Greenewald, Alfred O. Hero III:
Robust Kronecker Product PCA for Spatio-Temporal Covariance Estimation. IEEE Trans. Signal Process. 63(23): 6368-6378 (2015) - [c212]Hye Won Chung, Brian M. Sadler, Alfred O. Hero III:
Bounds on variance for symmetric unimodal distributions. Allerton 2015: 1235-1240 - [c211]Kevin R. Moon, Alfred O. Hero III, Véronique Delouille:
Meta learning of bounds on the Bayes classifier error. SP/SPE 2015: 13-18 - [c210]Beipeng Mu, Gregory E. Newstadt, Dennis L. Wei, Alfred O. Hero III, Jonathan P. How:
Adaptive search for multi-class targets with heterogeneous importance. FUSION 2015: 28-33 - [c209]Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Marc De Graef, Jeffrey P. Simmons, Alfred O. Hero III:
Statistical estimation and clustering of group-invariant orientation parameters. FUSION 2015: 719-726 - [c208]Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III:
Semi-supervised multi-sensor classification via consensus-based Multi-View Maximum Entropy Discrimination. ICASSP 2015: 1936-1940 - [c207]Yoann Altmann, Steve McLaughlin, Alfred O. Hero III:
Robust linear spectral unmixing using outlier detection. ICASSP 2015: 2464-2468 - [c206]Pin-Yu Chen, Alfred O. Hero III:
Phase transitions in spectral community detection of large noisy networks. ICASSP 2015: 3402-3406 - [c205]Koby Todros, Alfred O. Hero III:
Measure-transformed quasi maximum likelihood estimation with application to source localization. ICASSP 2015: 3462-3466 - [c204]Goran Marjanovic, Magnus O. Ulfarsson, Alfred O. Hero III:
MIST: L0 sparse linear regression with momentum. ICASSP 2015: 3551-3555 - [c203]Brandon Oselio, Alex Kulesza, Alfred O. Hero III:
Information extraction from large multi-layer social networks. ICASSP 2015: 5451-5455 - [c202]Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Jeffrey P. Simmons, Alfred O. Hero III:
Coercive region-level registration for multi-modal images. ICIP 2015: 2419-2423 - [c201]Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III:
Non-parametric quickest change detection for large scale random matrices. ISIT 2015: 146-150 - [c200]Leonardo Rey Vega, Pablo Piantanida, Alfred O. Hero III:
On the rate-distortion regions for interactive source coding. ISIT 2015: 1771-1775 - [c199]Yasin Yilmaz, Alfred O. Hero III:
Multimodal factor analysis. MLSP 2015: 1-6 - [c198]Brandon Oselio, Alex Kulesza, Alfred O. Hero III:
Socio-Spatial Pareto Frontiers of Twitter Networks. SBP 2015: 388-393 - [i60]Leonardo Rey Vega, Pablo Piantanida, Alfred O. Hero III:
The Three-Terminal Interactive Lossy Source Coding Problem. CoRR abs/1502.01359 (2015) - [i59]Hamed Firouzi, Bala Rajaratnam, Alfred O. Hero III:
Two-stage Sampling, Prediction and Adaptive Regression via Correlation Screening (SPARCS). CoRR abs/1502.06189 (2015) - [i58]Yu-Hui Chen, Dennis L. Wei, Gregory E. Newstadt, Jeffrey P. Simmons, Alfred O. Hero III:
Coercive Region-level Registration for Multi-modal Images. CoRR abs/1502.07432 (2015) - [i57]Yu-Hui Chen, Se Un Park, Dennis L. Wei, Gregory E. Newstadt, Michael A. Jackson, Jeff P. Simmons, Marc De Graef, Alfred O. Hero III:
A Dictionary Approach to EBSD Indexing. CoRR abs/1502.07436 (2015) - [i56]Kevin R. Moon, Jimmy J. Li, Véronique Delouille, Ruben De Visscher, Fraser Watson, Alfred O. Hero III:
Image patch analysis of sunspots and active regions. I. Intrinsic dimension and correlation analysis. CoRR abs/1503.04127 (2015) - [i55]Pin-Yu Chen, Alfred O. Hero III:
Phase Transitions in Spectral Community Detection of Large Noisy Networks. CoRR abs/1504.02412 (2015) - [i54]Kevin R. Moon, Véronique Delouille, Jimmy J. Li, Ruben De Visscher, Fraser Watson, Alfred O. Hero III:
Image patch analysis of sunspots and active regions. II. Clustering via dictionary learning. CoRR abs/1504.02762 (2015) - [i53]Kevin R. Moon, Véronique Delouille, Alfred O. Hero III:
Meta learning of bounds on the Bayes classifier error. CoRR abs/1504.07116 (2015) - [i52]Marcelo Pereyra, Philip Schniter, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero III, Steve McLaughlin:
Tutorial on Stochastic Simulation and Optimization Methods in Signal Processing. CoRR abs/1505.00273 (2015) - [i51]Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III:
Non-parametric Quickest Change Detection for Large Scale Random Matrices. CoRR abs/1506.06199 (2015) - [i50]Brandon Oselio, Alex Kulesza, Alfred O. Hero III:
Socio-Spatial Pareto Frontiers of Twitter Networks. CoRR abs/1506.08916 (2015) - [i49]Brandon Oselio, Alex Kulesza, Alfred O. Hero III:
Information Extraction from Larger Multi-layer Social Networks. CoRR abs/1507.00087 (2015) - [i48]Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III:
Semi-supervised Multi-sensor Classification via Consensus-based Multi-View Maximum Entropy Discrimination. CoRR abs/1507.01269 (2015) - [i47]Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III:
Learning to classify with possible sensor failures. CoRR abs/1507.04540 (2015) - [i46]Koby Todros, Alfred O. Hero III:
Robust Multiple Signal Classification via Probability Measure Transformation. CoRR abs/1508.01625 (2015) - [i45]Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III:
Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices. CoRR abs/1508.04720 (2015) - [i44]Ko-Jen Hsiao, Kevin S. Xu, Jeff Calder, Alfred O. Hero III:
Multi-criteria Similarity-based Anomaly Detection using Pareto Depth Analysis. CoRR abs/1508.04887 (2015) - [i43]Stephen V. Gliske, Kevin R. Moon, William C. Stacey, Alfred O. Hero III:
The intrinsic value of HFO features as a biomarker of epileptic activity. CoRR abs/1510.03507 (2015) - [i42]Hye Won Chung, Brian M. Sadler, Alfred O. Hero III:
Bounds on Variance for Symmetric Unimodal Distributions. CoRR abs/1510.08341 (2015) - [i41]Yu-Hui Chen, Roni Mittelman, Boklye Kim, Charles R. Meyer, Alfred O. Hero III:
Multimodal MRI Neuroimaging with Motion Compensation Based on Particle Filtering. CoRR abs/1511.03369 (2015) - [i40]Pin-Yu Chen, Baichuan Zhang, Mohammad Al Hasan, Alfred O. Hero III:
Incremental Method for Spectral Clustering of Increasing Orders. CoRR abs/1512.07349 (2015) - [i39]Pin-Yu Chen, Sutanay Choudhury, Alfred O. Hero III:
Multi-centrality Graph Spectral Decompositions and their Application to Cyber Intrusion Detection. CoRR abs/1512.07372 (2015) - 2014
- [j132]Pin-Yu Chen, Alfred O. Hero III:
Assessing and safeguarding network resilience to nodal attacks. IEEE Commun. Mag. 52(11): 138-143 (2014) - [j131]Kevin S. Xu, Mark Kliger, Alfred O. Hero III:
Adaptive evolutionary clustering. Data Min. Knowl. Discov. 28(2): 304-336 (2014) - [j130]Brandon Oselio, Alex Kulesza, Alfred O. Hero III:
Multi-Layer Graph Analysis for Dynamic Social Networks. IEEE J. Sel. Top. Signal Process. 8(4): 514-523 (2014) - [j129]Kevin S. Xu, Alfred O. Hero III:
Dynamic Stochastic Blockmodels for Time-Evolving Social Networks. IEEE J. Sel. Top. Signal Process. 8(4): 552-562 (2014) - [j128]Ko-Jen Hsiao, Alex Kulesza, Alfred O. Hero III:
Social Collaborative Retrieval. IEEE J. Sel. Top. Signal Process. 8(4): 680-689 (2014) - [j127]Jeff Calder, Selim Esedoglu, Alfred O. Hero III:
A Hamilton-Jacobi Equation for the Continuum Limit of Nondominated Sorting. SIAM J. Math. Anal. 46(1): 603-638 (2014) - [j126]Se Un Park, Nicolas Dobigeon, Alfred O. Hero III:
Variational semi-blind sparse deconvolution with orthogonal kernel bases and its application to MRFM. Signal Process. 94: 386-400 (2014) - [j125]Nicolas Dobigeon, Jean-Yves Tourneret, Cédric Richard, José C. M. Bermudez, Steve McLaughlin, Alfred O. Hero III:
Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms. IEEE Signal Process. Mag. 31(1): 82-94 (2014) - [j124]Gregory E. Newstadt, Edmund G. Zelnio, Alfred O. Hero III:
Moving target inference with bayesian models in SAR imagery. IEEE Trans. Aerosp. Electron. Syst. 50(3): 2004-2018 (2014) - [j123]Theodoros Tsiligkaridis, Brian M. Sadler, Alfred O. Hero III:
Collaborative 20 Questions for Target Localization. IEEE Trans. Inf. Theory 60(4): 2233-2252 (2014) - [j122]Zhaoshi Meng, Dennis L. Wei, Ami Wiesel, Alfred O. Hero III:
Marginal Likelihoods for Distributed Parameter Estimation of Gaussian Graphical Models. IEEE Trans. Signal Process. 62(20): 5425-5438 (2014) - [c197]Pin-Yu Chen, Alfred O. Hero III:
Local Fiedler vector centrality for detection of deep and overlapping communities in networks. ICASSP 2014: 1120-1124 - [c196]Tianpei Xie, Nasser M. Nasrabadi, Alfred O. Hero III:
Learning to classify with possible sensor failures. ICASSP 2014: 2395-2399 - [c195]Goran Marjanovic, Alfred O. Hero III:
On lq estimation of sparse inverse covariance. ICASSP 2014: 3849-3853 - [c194]Koby Todros, Alfred O. Hero III:
Robust measure transformed music for DOA estimation. ICASSP 2014: 4190-4194 - [c193]Jie Chen, Cédric Richard, Alfred O. Hero III:
Nonlinear unmixing of hyperspectral images using a semiparametric model and spatial regularization. ICASSP 2014: 7954-7958 - [c192]Jie Zheng, Marcelline R. Harris, Anna Maria Masci, Yu Lin, Alfred O. Hero III, Barry Smith, Yongqun He:
OBCS: The Ontology of Biological and Clinical Statistics. ICBO 2014: 65 - [c191]Kevin R. Moon, Jimmy J. Li, Véronique Delouille, Fraser Watson, Alfred O. Hero III:
Image patch analysis and clustering of sunspots: A dimensionality reduction approach. ICIP 2014: 1623-1627 - [c190]Zhaoshi Meng, Brian Eriksson, Alfred O. Hero III:
Learning Latent Variable Gaussian Graphical Models. ICML 2014: 1269-1277 - [c189]Kevin R. Moon, Alfred O. Hero III:
Ensemble estimation of multivariate f-divergence. ISIT 2014: 356-360 - [c188]Pablo Piantanida, Leonardo Rey Vega, Alfred O. Hero III:
A proof of the Generalized Markov Lemma with countable infinite sources. ISIT 2014: 591-595 - [c187]Leonardo Rey Vega, Pablo Piantanida, Alfred O. Hero III:
On the three-terminal interactive lossy source coding problem. ISIT 2014: 771-775 - [c186]Jeff Calder, Selim Esedoglu, Alfred O. Hero III:
A continuum limit for non-dominated sorting. ITA 2014: 1-7 - [c185]Jie Chen, Cédric Richard, Alfred O. Hero III, Ali H. Sayed:
Diffusion LMS for multitask problems with overlapping hypothesis subspaces. MLSP 2014: 1-6 - [c184]Kevin R. Moon, Alfred O. Hero III:
Multivariate f-divergence Estimation With Confidence. NIPS 2014: 2420-2428 - [c183]Brandon Oselio, Alex Kulesza, Alfred O. Hero III:
Multi-objective Optimization for Multi-level Networks. SBP 2014: 129-136 - [c182]Kristjan H. Greenewald, Alfred O. Hero III:
Regularized block Toeplitz covariance matrix estimation via Kronecker product expansions. SSP 2014: 9-12 - [c181]Gregory E. Newstadt, Alfred O. Hero III, Jeff P. Simmons:
Robust spectral unmixing for anomaly detection. SSP 2014: 109-112 - [c180]Ko-Jen Hsiao, Alex Kulesza, Alfred O. Hero III:
Social collaborative retrieval. WSDM 2014: 293-302 - [i38]Ko-Jen Hsiao, Jeff Calder, Alfred O. Hero III:
Pareto-depth for Multiple-query Image Retrieval. CoRR abs/1402.5176 (2014) - [i37]Kevin S. Xu, Alfred O. Hero III:
Dynamic stochastic blockmodels for time-evolving social networks. CoRR abs/1403.0921 (2014) - [i36]Pin-Yu Chen, Alfred O. Hero III:
Node Removal Vulnerability of the Largest Component of a Network. CoRR abs/1403.2024 (2014) - [i35]Hamed Firouzi, Dennis L. Wei, Alfred O. Hero III:
Spectral Correlation Hub Screening of Multivariate Time Series. CoRR abs/1403.3371 (2014) - [i34]Xu Chen, Zeeshan Syed, Alfred O. Hero III:
EEG Spatial Decoding and Classification with Logit Shrinkage Regularized Directed Information Assessment (L-SODA). CoRR abs/1404.0404 (2014) - [i33]Gregory E. Newstadt, Dennis L. Wei, Alfred O. Hero III:
Resource-Constrained Adaptive Search and Tracking for Sparse Dynamic Targets. CoRR abs/1404.2201 (2014) - [i32]Ko-Jen Hsiao, Alex Kulesza, Alfred O. Hero III:
Social Collaborative Retrieval. CoRR abs/1404.2342 (2014) - [i31]Xu Chen, Alfred O. Hero III, Silvio Savarese:
Shrinkage Optimized Directed Information using Pictorial Structures for Action Recognition. CoRR abs/1404.3312 (2014) - [i30]Kevin R. Moon, Alfred O. Hero III:
Ensemble estimation of multivariate f-divergence. CoRR abs/1404.6230 (2014) - [i29]Kristjan H. Greenewald, Alfred O. Hero III:
Kronecker PCA Based Spatio-Temporal Modeling of Video for Dismount Classification. CoRR abs/1405.4574 (2014) - [i28]Zhaoshi Meng, Brian Eriksson, Alfred O. Hero III:
Learning Latent Variable Gaussian Graphical Models. CoRR abs/1406.2721 (2014) - [i27]Kevin R. Moon, Jimmy J. Li, Véronique Delouille, Fraser Watson, Alfred O. Hero III:
Image patch analysis and clustering of sunspots: a dimensionality reduction approach. CoRR abs/1406.6390 (2014) - [i26]Pin-Yu Chen, Alfred O. Hero III:
Deep Community Detection. CoRR abs/1407.6071 (2014) - [i25]Visar Berisha, Alfred O. Hero III:
Empirical non-parametric estimation of the Fisher Information. CoRR abs/1408.1182 (2014) - [i24]Pin-Yu Chen, Alfred O. Hero III:
Universal Phase Transition in Community Detectability under a Stochastic Block Model. CoRR abs/1409.2186 (2014) - [i23]Pin-Yu Chen, Alfred O. Hero III:
Phase Transitions in Spectral Community Detection. CoRR abs/1409.3207 (2014) - [i22]Gregory E. Newstadt, Beipeng Mu, Dennis L. Wei, Jonathan P. How, Alfred O. Hero III:
Resource-Constrained Adaptive Search for Sparse Multi-Class Targets with Varying Importance. CoRR abs/1409.7808 (2014) - [i21]Kevin R. Moon, Alfred O. Hero III:
Multivariate f-Divergence Estimation With Confidence. CoRR abs/1411.2045 (2014) - [i20]Visar Berisha, Alan Wisler, Alfred O. Hero III, Andreas Spanias:
Empirically Estimable Classification Bounds Based on a New Divergence Measure. CoRR abs/1412.6534 (2014) - 2013
- [j121]Cecile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Aimee K. Zaas, Geoffrey S. Ginsburg, Alfred O. Hero III:
Unsupervised Bayesian linear unmixing of gene expression microarrays. BMC Bioinform. 14: 99 (2013) - [j120]Kevin S. Xu, Mark Kliger, Alfred O. Hero III:
A regularized graph layout framework for dynamic network visualization. Data Min. Knowl. Discov. 27(1): 84-116 (2013) - [j119]Laurent Galluccio, Olivier J. J. Michel, Pierre Comon, Mark Kliger, Alfred O. Hero III:
Clustering with a new distance measure based on a dual-rooted tree. Inf. Sci. 251: 96-113 (2013) - [j118]Venkatesh Saligrama, Ery Arias-Castro, Rama Chellappa, Alfred O. Hero III, Robert D. Nowak, Venugopal V. Veeravalli:
Introduction to the issue on anomalous pattern discovery for spatial, temporal, networked, and high-dimensional signals. IEEE J. Sel. Top. Signal Process. 7(1): 1-3 (2013) - [j117]Dennis L. Wei, Alfred O. Hero III:
Multistage Adaptive Estimation of Sparse Signals. IEEE J. Sel. Top. Signal Process. 7(5): 783-796 (2013) - [j116]Bin He, Richard Baird, Robert J. Butera, Aniruddha Datta, Steven George, Bruce Hecht, Alfred O. Hero III, Gianluca Lazzi, Raphael C. Lee, Jie Liang, Michael R. Neuman, Grace C. Y. Peng, Eric J. Perreault, Melur Ramasubramanian, May D. Wang, John P. Wikswo, Guang-Zhong Yang, Yuan-Ting Zhang:
Grand Challenges in Interfacing Engineering With Life Sciences and Medicine. IEEE Trans. Biomed. Eng. 60(3): 589-598 (2013) - [j115]Kumar Sricharan, Dennis L. Wei, Alfred O. Hero III:
Ensemble Estimators for Multivariate Entropy Estimation. IEEE Trans. Inf. Theory 59(7): 4374-4388 (2013) - [j114]Theodoros Tsiligkaridis, Alfred O. Hero III, Shuheng Zhou:
On Convergence of Kronecker Graphical Lasso Algorithms. IEEE Trans. Signal Process. 61(7): 1743-1755 (2013) - [j113]Theodoros Tsiligkaridis, Alfred O. Hero III:
Covariance Estimation in High Dimensions Via Kronecker Product Expansions. IEEE Trans. Signal Process. 61(21): 5347-5360 (2013) - [c179]Zhaoshi Meng, Dennis L. Wei, Ami Wiesel, Alfred O. Hero III:
Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods. AISTATS 2013: 39-47 - [c178]Hamed Firouzi, Bala Rajaratnam, Alfred O. Hero III:
Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension. AISTATS 2013: 274-288 - [c177]Kristjan H. Greenewald, Theodoros Tsiligkaridis, Alfred O. Hero III:
Kronecker sum decompositions of space-time data. CAMSAP 2013: 65-68 - [c176]Zhaoshi Meng, Dennis L. Wei, Alfred O. Hero III, Ami Wiesel:
Marginal likelihoods for distributed estimation of graphical model parameters. CAMSAP 2013: 73-76 - [c175]Hamed Firouzi, Bala Rajaratnam, Alfred O. Hero III:
Two-stage variable selection for molecular prediction of disease. CAMSAP 2013: 169-172 - [c174]Gregory E. Newstadt, Dennis L. Wei, Alfred O. Hero III:
Adaptive search for sparse dynamic targets. CAMSAP 2013: 240-243 - [c173]Brandon Oselio, Alex Kulesza, Alfred O. Hero III:
Multi-layer graph analytics for social networks. CAMSAP 2013: 284-287 - [c172]Tzu-Yu Liu, Ami Wiesel, Alfred O. Hero III:
A sparse multi-class classifier for biomarker screening. GlobalSIP 2013: 77-80 - [c171]Theodoros Tsiligkaridis, Brian M. Sadler, Alfred O. Hero III:
Blind collaborative 20 questions for target localization. GlobalSIP 2013: 161-164 - [c170]Dennis L. Wei, Alfred O. Hero III:
A performance guarantee for adaptive estimation of sparse signals. GlobalSIP 2013: 189-192 - [c169]Hamed Firouzi, Dennis L. Wei, Alfred O. Hero III:
Spatio-temporal analysis of Gaussian WSS processes via complex correlation and partial correlation screening. GlobalSIP 2013: 455-458 - [c168]Pin-Yu Chen, Alfred O. Hero III:
Node removal vulnerability of the largest component of a network. GlobalSIP 2013: 587-590 - [c167]Douglas Cochran, Alfred O. Hero III:
Information-driven sensor planning: Navigating a statistical manifold. GlobalSIP 2013: 1049-1052 - [c166]Dennis L. Wei, Alfred O. Hero III:
Adaptive spectrum sensing and estimation. ICASSP 2013: 5720-5724 - [c165]Theodoros Tsiligkaridis, Brian M. Sadler, Alfred O. Hero III:
A collaborative 20 questions model for target search with human-machine interaction. ICASSP 2013: 6516-6520 - [c164]Paul Shearer, Anna C. Gilbert, Alfred O. Hero III:
Correcting camera shake by incremental sparse approximation. ICIP 2013: 572-576 - [c163]Se Un Park, Dennis L. Wei, Marc De Graef, Megna Shah, Jeff P. Simmons, Alfred O. Hero III:
EBSD image segmentation using a physics-based forward model. ICIP 2013: 3780-3784 - [c162]Theodoros Tsiligkaridis, Alfred O. Hero III:
Low separation rank covariance estimation using Kronecker product expansions. ISIT 2013: 1202-1206 - [c161]Kevin S. Xu, Alfred O. Hero III:
Dynamic Stochastic Blockmodels: Statistical Models for Time-Evolving Networks. SBP 2013: 201-210 - [i19]Paul Shearer, Anna C. Gilbert, Alfred O. Hero III:
Correcting Camera Shake by Incremental Sparse Approximation. CoRR abs/1302.0439 (2013) - [i18]Gregory E. Newstadt, Edmund G. Zelnio, Alfred O. Hero III:
Moving target inference with hierarchical Bayesian models in synthetic aperture radar imagery. CoRR abs/1302.4680 (2013) - [i17]Zhaoshi Meng, Dennis L. Wei, Ami Wiesel, Alfred O. Hero III:
Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods. CoRR abs/1303.4756 (2013) - [i16]Kevin S. Xu, Alfred O. Hero III:
Dynamic stochastic blockmodels: Statistical models for time-evolving networks. CoRR abs/1304.5974 (2013) - [i15]Kevin S. Xu, Mark Kliger, Yilun Chen, Peter J. Woolf, Alfred O. Hero III:
Revealing social networks of spammers through spectral clustering. CoRR abs/1305.0051 (2013) - [i14]Theodoros Tsiligkaridis, Brian M. Sadler, Alfred O. Hero III:
Collaborative 20 Questions for Target Localization. CoRR abs/1306.1922 (2013) - [i13]Patrick L. Harrington Jr., Alfred O. Hero III:
Information Theoretic Adaptive Tracking of Epidemics in Complex Networks. CoRR abs/1307.3125 (2013) - [i12]Brandon Oselio, Alex Kulesza, Alfred O. Hero III:
Multi-layer graph analytics for dynamic social networks. CoRR abs/1309.5124 (2013) - [i11]Dennis L. Wei, Alfred O. Hero III:
Performance Guarantees for Adaptive Estimation of Sparse Signals. CoRR abs/1311.6360 (2013) - [i10]Theodoros Tsiligkaridis, Brian M. Sadler, Alfred O. Hero III:
On Decentralized Estimation with Active Queries. CoRR abs/1312.7847 (2013) - 2012
- [j112]Estanislao Oubel, Mathieu De Craene, Alfred O. Hero III, Amir Pourmorteza, Marina Huguet, Gustavo Avegliano, Bart H. Bijnens, Alejandro F. Frangi:
Cardiac motion estimation by joint alignment of tagged MRI sequences. Medical Image Anal. 16(1): 339-350 (2012) - [j111]Laurent Galluccio, Olivier J. J. Michel, Pierre Comon, Alfred O. Hero III:
Graph based k-means clustering. Signal Process. 92(9): 1970-1984 (2012) - [j110]Lawrence Carin, Alfred O. Hero III, Joseph E. Lucas, David B. Dunson, Minhua Chen, Ricardo Henao, Arnau Tibau Puig, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg:
High Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections. IEEE Signal Process. Mag. 29(1): 108-123 (2012) - [j109]Se Un Park, Nicolas Dobigeon, Alfred O. Hero III:
Semi-Blind Sparse Image Reconstruction With Application to MRFM. IEEE Trans. Image Process. 21(9): 3838-3849 (2012) - [j108]Kumar Sricharan, Raviv Raich, Alfred O. Hero III:
Estimation of Nonlinear Functionals of Densities With Confidence. IEEE Trans. Inf. Theory 58(7): 4135-4159 (2012) - [j107]Alfred O. Hero III, Bala Rajaratnam:
Hub Discovery in Partial Correlation Graphs. IEEE Trans. Inf. Theory 58(9): 6064-6078 (2012) - [j106]Xu Chen, Alfred O. Hero III, Silvio Savarese:
Multimodal Video Indexing and Retrieval Using Directed Information. IEEE Trans. Multim. 14(1): 3-16 (2012) - [j105]Ami Wiesel, Alfred O. Hero III:
Distributed Covariance Estimation in Gaussian Graphical Models. IEEE Trans. Signal Process. 60(1): 211-220 (2012) - [j104]Roni Mittelman, Nicolas Dobigeon, Alfred O. Hero III:
Hyperspectral Image Unmixing Using a Multiresolution Sticky HDP. IEEE Trans. Signal Process. 60(4): 1656-1671 (2012) - [j103]Yilun Chen, Alfred O. Hero III:
Recursive ℓ1, ∞ Group Lasso. IEEE Trans. Signal Process. 60(8): 3978-3987 (2012) - [j102]Koby Todros, Alfred O. Hero III:
On Measure Transformed Canonical Correlation Analysis. IEEE Trans. Signal Process. 60(9): 4570-4585 (2012) - [c160]Se Un Park, Nicolas Dobigeon, Alfred O. Hero III:
Variational semi-blind sparse image reconstruction with application to MRFM. Computational Imaging 2012: 82960G - [c159]Cecile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero III:
Bayesian linear unmixing of time-evolving gene expression data using a hidden Markov model. EUSIPCO 2012: 944-948 - [c158]Xu Chen, Zeeshan Syed, Alfred O. Hero III:
EEG spatial decoding with shrinkage optimized directed information assessment. ICASSP 2012: 577-580 - [c157]Zhaoshi Meng, Ami Wiesel, Alfred O. Hero III:
Distributed principal component analysis on networks via directed graphical models. ICASSP 2012: 2877-2880 - [c156]Theodoros Tsiligkaridis, Alfred O. Hero III:
Sparse covariance estimation under Kronecker product structure. ICASSP 2012: 3633-3636 - [c155]Gregory E. Newstadt, Alfred O. Hero III:
Sensor management and provisioning for multiple target radar tracking systems. ICASSP 2012: 5273-5276 - [c154]Koby Todros, Alfred O. Hero III:
Measure transformed canonical correlation analysis with application to financial data. SAM 2012: 361-364 - [c153]Lisa Tang, Alfred O. Hero III, Ghassan Hamarneh:
Locally-adaptive similarity metric for deformable medical image registration. ISBI 2012: 728-731 - [c152]Francesca Bassi, Alfred O. Hero III:
Large scale correlation detection. ISIT 2012: 2591-2595 - [c151]Kumar Sricharan, Alfred O. Hero III:
Ensemble weighted kernel estimators for multivariate entropy estimation. NIPS 2012: 575-583 - [c150]Ko-Jen Hsiao, Kevin S. Xu, Jeff Calder, Alfred O. Hero III:
Multi-criteria Anomaly Detection using Pareto Depth Analysis. NIPS 2012: 854-862 - [c149]Dennis L. Wei, Alfred O. Hero III:
Multistage adaptive estimation of sparse signals. SSP 2012: 153-156 - [c148]Theodoros Tsiligkaridis, Alfred O. Hero III, Shuheng Zhou:
Kronecker graphical lasso. SSP 2012: 884-887 - [i9]Kevin S. Xu, Mark Kliger, Alfred O. Hero III:
A Regularized Graph Layout Framework for Dynamic Network Visualization. CoRR abs/1202.6042 (2012) - 2011
- [j101]Arnau Tibau Puig, Ami Wiesel, Gilles Fleury, Alfred O. Hero III:
Multidimensional Shrinkage-Thresholding Operator and Group LASSO Penalties. IEEE Signal Process. Lett. 18(6): 363-366 (2011) - [j100]Kevin M. Carter, Raviv Raich, William G. Finn, Alfred O. Hero III:
Information-Geometric Dimensionality Reduction. IEEE Signal Process. Mag. 28(2): 89-99 (2011) - [j99]Minhua Chen, David E. Carlson, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero III, Joseph E. Lucas, Lawrence Carin:
Detection of Viruses Via Statistical Gene Expression Analysis. IEEE Trans. Biomed. Eng. 58(3): 468-479 (2011) - [j98]Eran Bashan, Gregory E. Newstadt, Alfred O. Hero III:
Two-Stage Multiscale Search for Sparse Targets. IEEE Trans. Signal Process. 59(5): 2331-2341 (2011) - [j97]Yilun Chen, Ami Wiesel, Alfred O. Hero III:
Robust Shrinkage Estimation of High-Dimensional Covariance Matrices. IEEE Trans. Signal Process. 59(9): 4097-4107 (2011) - [j96]Arnau Tibau Puig, Ami Wiesel, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Gilles Fleury, Alfred O. Hero III:
Order-Preserving Factor Analysis - Application to Longitudinal Gene Expression. IEEE Trans. Signal Process. 59(9): 4447-4458 (2011) - [c147]Arnau Tibau Puig, Ami Wiesel, Raj Rao Nadakuditi, Alfred O. Hero III:
Misaligned Principal Components Analysis: Application to gene expression time series analysis. ACSCC 2011: 1002-1006 - [c146]Gregory E. Newstadt, Eran Bashan, Alfred O. Hero III:
Adaptive search for dynamic targets under resource constraints. ACSCC 2011: 1235-1239 - [c145]Xu Chen, Yilun Chen, Alfred O. Hero III:
Shrinkage fisher information embedding of high dimensional feature distributions. ACSCC 2011: 1877-1882 - [c144]Xu Chen, Alfred O. Hero III:
Fisher information embedding for video indexing and retrieval. Computational Imaging 2011: 78730A - [c143]Se Un Park, Nicolas Dobigeon, Alfred O. Hero III:
Myopic sparse image reconstruction with application to MRFM. Computational Imaging 2011: 787303 - [c142]Kumar Sricharan, Alfred O. Hero III, Bala Rajaratnam:
A local dependence measure and its application to screening for high correlations in large data sets. FUSION 2011: 1-8 - [c141]Behrouz Behmardi, Raviv Raich, Alfred O. Hero III:
Entropy estimation using the principle of maximum entropy. ICASSP 2011: 2008-2011 - [c140]Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Alfred O. Hero III:
Performance bounds for sparse parametric covariance estimation in Gaussian models. ICASSP 2011: 4156-4159 - [c139]Arvind Rao, Alfred O. Hero III:
Biological pathway inference using manifold embedding. ICASSP 2011: 5992-5995 - [c138]Cecile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero III:
A Bernoulli-Gaussian model for gene factor analysis. ICASSP 2011: 5996-5999 - [c137]Liang Mei, Jingen Liu, Alfred O. Hero III, Silvio Savarese:
Robust object pose estimation via statistical manifold modeling. ICCV 2011: 967-974 - [c136]Kihyuk Sohn, Dae Yon Jung, Honglak Lee, Alfred O. Hero III:
Efficient learning of sparse, distributed, convolutional feature representations for object recognition. ICCV 2011: 2643-2650 - [c135]Kumar Sricharan, Raviv Raich, Alfred O. Hero III:
k-nearest neighbor estimation of entropies with confidence. ISIT 2011: 1205-1209 - [c134]Kumar Sricharan, Alfred O. Hero III:
Efficient anomaly detection using bipartite k-NN graphs. NIPS 2011: 478-486 - [c133]Kevin S. Xu, Mark Kliger, Alfred O. Hero III:
Tracking Communities in Dynamic Social Networks. SBP 2011: 219-226 - [i8]Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Alfred O. Hero III:
Performance Bounds for Sparse Parametric Covariance Estimation in Gaussian Models. CoRR abs/1101.3838 (2011) - [i7]Kevin S. Xu, Mark Kliger, Alfred O. Hero III:
Adaptive Evolutionary Clustering. CoRR abs/1104.1990 (2011) - [i6]Alfred O. Hero III, Douglas Cochran:
Sensor Management: Past, Present, and Future. CoRR abs/1109.2363 (2011) - [i5]Ko-Jen Hsiao, Kevin S. Xu, Alfred O. Hero III:
Multi-criteria Anomaly Detection using Pareto Depth Analysis. CoRR abs/1110.3741 (2011) - 2010
- [j95]Bo Chen, Minhua Chen, John W. Paisley, Aimee K. Zaas, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero III, Joseph E. Lucas, David B. Dunson, Lawrence Carin:
Bayesian Inference of the Number of Factors in Gene-Expression Analysis: Application to Human Virus Challenge Studies. BMC Bioinform. 11: 552 (2010) - [j94]Hyunjin Park, Alfred O. Hero III, Peyton H. Bland, Marc Kessler, Jongbum Seo, Charles R. Meyer:
Construction of Abdominal Probabilistic Atlases and Their Value in Segmentation of Normal Organs in Abdominal CT Scans. IEICE Trans. Inf. Syst. 93-D(8): 2291-2301 (2010) - [j93]Arvind Rao, David J. States, Alfred O. Hero III, James Douglas Engel:
Understanding Distal transcriptional Regulation from Sequence, Expression and interactome Perspectives. J. Bioinform. Comput. Biol. 8(2): 219-246 (2010) - [j92]Nicolas Dobigeon, Saïd Moussaoui, Martial Coulon, Jean-Yves Tourneret, Alfred O. Hero III:
Algorithmes bayésiens pour le démélange supervisé, semi-supervisé et non-supervisé d'images hyperspectrales. Traitement du Signal 27(1): 79-108 (2010) - [j91]Kevin M. Carter, Raviv Raich, Alfred O. Hero III:
On local intrinsic dimension estimation and its applications. IEEE Trans. Signal Process. 58(2): 650-663 (2010) - [j90]Ami Wiesel, Yonina C. Eldar, Alfred O. Hero III:
Covariance estimation in decomposable Gaussian graphical models. IEEE Trans. Signal Process. 58(3): 1482-1492 (2010) - [j89]Yilun Chen, Ami Wiesel, Yonina C. Eldar, Alfred O. Hero III:
Shrinkage algorithms for MMSE covariance estimation. IEEE Trans. Signal Process. 58(10): 5016-5029 (2010) - [c132]Kevin S. Xu, Mark Kliger, Alfred O. Hero III:
Evolutionary spectral clustering with adaptive forgetting factor. ICASSP 2010: 2174-2177 - [c131]Gregory E. Newstadt, Eran Bashan, Alfred O. Hero III:
Adaptive search for sparse targets with informative priors. ICASSP 2010: 3542-3545 - [c130]Yilun Chen, Moshe Mishali, Yonina C. Eldar, Alfred O. Hero III:
Modulated wideband converter with non-ideal lowpass filters. ICASSP 2010: 3630-3633 - [c129]Kumar Sricharan, Raviv Raich, Alfred O. Hero III:
Optimized intrinsic dimension estimator using nearest neighbor graphs. ICASSP 2010: 5418-5421 - [c128]Roni Mittelman, Alfred O. Hero III:
Hyperspectral image segmentation and unmixing using hidden Markov trees. ICIP 2010: 1373-1376 - [i4]Patrick L. Harrington Jr., Alfred O. Hero III:
Spatio-Temporal Graphical Model Selection. CoRR abs/1004.2304 (2010)
2000 – 2009
- 2009
- [j88]Edwin K. P. Chong, Christopher M. Kreucher, Alfred O. Hero III:
Partially Observable Markov Decision Process Approximations for Adaptive Sensing. Discret. Event Dyn. Syst. 19(3): 377-422 (2009) - [j87]Kevin M. Carter, Raviv Raich, William G. Finn, Alfred O. Hero III:
Information Preserving Component Analysis: Data Projections for Flow Cytometry Analysis. IEEE J. Sel. Top. Signal Process. 3(1): 148-158 (2009) - [j86]Kevin M. Carter, Raviv Raich, William G. Finn, Alfred O. Hero III:
FINE: Fisher Information Nonparametric Embedding. IEEE Trans. Pattern Anal. Mach. Intell. 31(11): 2093-2098 (2009) - [j85]Michael Ting, Raviv Raich, Alfred O. Hero III:
Sparse Image Reconstruction for Molecular Imaging. IEEE Trans. Image Process. 18(6): 1215-1227 (2009) - [j84]Nicolas Dobigeon, Alfred O. Hero III, Jean-Yves Tourneret:
Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM. IEEE Trans. Image Process. 18(9): 2059-2070 (2009) - [j83]Nicolas Dobigeon, Saïd Moussaoui, Martial Coulon, Jean-Yves Tourneret, Alfred O. Hero III:
Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery. IEEE Trans. Signal Process. 57(11): 4355-4368 (2009) - [j82]Ami Wiesel, Alfred O. Hero III:
Decomposable principal component analysis. IEEE Trans. Signal Process. 57(11): 4369-4377 (2009) - [c127]Patrick L. Harrington, Alfred O. Hero III:
Information theoretic adaptive tracking of epidemics in complex networks. Allerton 2009: 523-530 - [c126]Liang Mei, Min Sun, Kevin M. Carter, Alfred O. Hero III, Silvio Savarese:
Unsupervised Object Pose Classification from Short Video Sequences. BMVC 2009: 1-12 - [c125]Ami Wiesel, Alfred O. Hero III:
Principal component analysis in decomposable Gaussian graphical models. ICASSP 2009: 1537-1540 - [c124]Kevin M. Carter, Raviv Raich, Alfred O. Hero III:
An information geometric approach to supervised dimensionality reduction. ICASSP 2009: 1829-1832 - [c123]Nicolas Dobigeon, Alfred O. Hero III, Jean-Yves Tourneret:
Bayesian sparse image reconstruction for MRFM. ICASSP 2009: 2933-2936 - [c122]Yilun Chen, Ami Wiesel, Alfred O. Hero III:
Shrinkage estimation of high dimensional covariance matrices. ICASSP 2009: 2937-2940 - [c121]Yilun Chen, Yuantao Gu, Alfred O. Hero III:
Sparse LMS for system identification. ICASSP 2009: 3125-3128 - [c120]Kevin S. Xu, Mark Kliger, Yilun Chen, Peter J. Woolf, Alfred O. Hero III:
Revealing Social Networks of Spammers Through Spectral Clustering. ICC 2009: 1-6 - 2008
- [j81]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Using Directed Information to Build Biologically Relevant Influence Networks. J. Bioinform. Comput. Biol. 6(3): 493-519 (2008) - [j80]Alfred Olivier Hero:
A Look Back at Our Accomplishments [Past President's Message]. IEEE Signal Process. Mag. 25(1): 6-8 (2008) - [j79]Eran Bashan, Raviv Raich, Alfred O. Hero III:
Optimal Two-Stage Search for Sparse Targets Using Convex Criteria. IEEE Trans. Signal Process. 56(11): 5389-5402 (2008) - [c119]Kyle Herrity, Raviv Raich, Alfred O. Hero III:
Blind reconstruction of sparse images with unknown point spread function. Computational Imaging 2008: 68140 - [c118]Kyle Herrity, Raviv Raich, Alfred O. Hero III:
Blind deconvolution for sparse molecular imaging. ICASSP 2008: 545-548 - [c117]Kevin M. Carter, Raviv Raich, Alfred O. Hero III:
Fine: Information embedding for document classification. ICASSP 2008: 1861-1864 - [c116]Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero III:
Bayesian linear unmixing of hyperspectral images corrupted by colored Gaussian noise with unknown covariance matrix. ICASSP 2008: 3433-3436 - [c115]Kevin M. Carter, Alfred O. Hero III:
Variance reduction with neighborhood smoothing for local intrinsic dimension estimation. ICASSP 2008: 3917-3920 - [c114]Raghuram Rangarajan, Raviv Raich, Alfred O. Hero III:
Euclidean matrix completion problems in tracking and geo-localization. ICASSP 2008: 5324-5327 - [i3]John A. Sidles, Joseph L. Garbini, Lee E. Harrell, Alfred O. Hero III, Jonathan P. Jacky, Joseph R. Malcomb, Anthony G. Norman, Austin M. Williamson:
Practical recipes for the model order reduction, dynamical simulation, and compressive sampling of large-scale open quantum systems. CoRR abs/0805.1844 (2008) - [i2]Nicolas Dobigeon, Alfred O. Hero III, Jean-Yves Tourneret:
Hierarchical Bayesian sparse image reconstruction with application to MRFM. CoRR abs/0809.3650 (2008) - 2007
- [j78]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Inferring Time-Varying Network Topologies from Gene Expression Data. EURASIP J. Bioinform. Syst. Biol. 2007 (2007) - [j77]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Motif Discovery in Tissue-Specific Regulatory Sequences Using Directed Information. EURASIP J. Bioinform. Syst. Biol. 2007 (2007) - [j76]Dongxiao Zhu, Alfred O. Hero III:
Bayesian Hierarchical Model for Large-Scale Covariance Matrix Estimation. J. Comput. Biol. 14(10): 1311-1326 (2007) - [j75]Raghuram Rangarajan, Raviv Raich, Alfred O. Hero III:
Optimal Sequential Energy Allocation for Inverse Problems. J. Sel. Topics Signal Processing 1(1): 67-78 (2007) - [j74]Christopher M. Kreucher, Alfred O. Hero III, Keith D. Kastella, Mark R. Morelande:
An Information-Based Approach to Sensor Management in Large Dynamic Networks. Proc. IEEE 95(5): 978-999 (2007) - [j73]Doron Blatt, Alfred O. Hero III, Hillel Gauchman:
A Convergent Incremental Gradient Method with a Constant Step Size. SIAM J. Optim. 18(1): 29-51 (2007) - [j72]Alfred O. Hero III:
Maintaining our agility [President's Message]. IEEE Signal Process. Mag. 24(2): 4 (2007) - [j71]Alfred O. Hero III:
Signal Processing at the Science Fair [President's Message]. IEEE Signal Process. Mag. 24(4): 6 (2007) - [j70]Doron Blatt, Alfred O. Hero III:
On Tests for Global Maximum of the Log-Likelihood Function. IEEE Trans. Inf. Theory 53(7): 2510-2525 (2007) - [j69]Meng-Fu Shih, Alfred O. Hero III:
Hierarchical Inference of Unicast Network Topologies Based on End-to-End Measurements. IEEE Trans. Signal Process. 55(5-1): 1708-1718 (2007) - [j68]Pei Jung Chung, Johann F. Böhme, Christoph F. Mecklenbräuker, Alfred O. Hero III:
Detection of the Number of Signals Using the Benjamini-Hochberg Procedure. IEEE Trans. Signal Process. 55(6-1): 2497-2508 (2007) - [j67]Mahesh Godavarti, Alfred O. Hero III:
Training in multiple-antenna Rician fading wireless channels with deterministic specular component. IEEE Trans. Wirel. Commun. 6(1): 110-119 (2007) - [c113]Andy Tsai, Carl-Fredrik Westin, Alfred O. Hero III, Alan S. Willsky:
Fiber Tract Clustering on Manifolds With Dual Rooted-Graphs. CVPR 2007 - [c112]Erik Blasch, Randolph L. Moses, David A. Castañón, Alan S. Willsky, Alfred O. Hero III:
Integrated fusion, performance prediction, and sensor management for automatic target exploitation AFOSR MURI. FUSION 2007: 1 - [c111]Alfred O. Hero III, Christopher M. Kreucher:
Network sensor management for tracking and localization. FUSION 2007: 1-8 - [c110]Raghuram Rangarajan, Raviv Raich, Alfred O. Hero III:
Sequential Energy Allocation Strategies for Channel Estimation. ICASSP (3) 2007: 821-824 - [c109]Bing Ma, Ramkrishnan Narayanan, Hyunjin Park, Alfred O. Hero III, Peyton H. Bland, Charles R. Meyer:
Comparing Pairwise and Simultaneous Joint Registrations of Decorrelating Interval Exams Using Entropic Graphs. IPMI 2007: 270-282 - [c108]Estanislao Oubel, Mathieu De Craene, Mattia Gazzola, Alfred O. Hero III, Alejandro F. Frangi:
Multiview Registration of Cardiac Tagging Mri Images. ISBI 2007: 388-391 - [c107]Bing Ma, Ramakrishnan Narayanan, Hyunjin Park, Alfred O. Hero III, Peyton H. Bland, Charles R. Meyer:
Joint registration of multiple images using entropic graphs. Image Processing 2007: 65122A - [p2]Neal Patwari, Alfred O. Hero III, Jose A. Costa:
Learning Sensor Location from Signal Strength and Connectivity. Secure Localization and Time Synchronization for Wireless Sensor and Ad Hoc Networks 2007: 57-81 - 2006
- [j66]Christopher M. Kreucher, Doron Blatt, Alfred O. Hero III, Keith Kastella:
Adaptive multi-modality sensor scheduling for detection and tracking of smart targets. Digit. Signal Process. 16(5): 546-567 (2006) - [j65]Huzefa Neemuchwala, Alfred O. Hero III, Sakina Zabuawala, Paul L. Carson:
Image registration methods in high-dimensional space. Int. J. Imaging Syst. Technol. 16(5): 130-145 (2006) - [j64]Derek Justice, Alfred O. Hero III:
A Binary Linear Programming Formulation of the Graph Edit Distance. IEEE Trans. Pattern Anal. Mach. Intell. 28(8): 1200-1214 (2006) - [j63]Alfred O. Hero III:
Looking to the future [President's message]. IEEE Signal Process. Mag. 23(1): 4 (2006) - [j62]Alfred O. Hero III:
Fiscal strength [President's message]. IEEE Signal Process. Mag. 23(2): 4 (2006) - [j61]Alfred O. Hero III:
Providing value [President's message]. IEEE Signal Process. Mag. 23(3): 6 (2006) - [j60]Alfred O. Hero III:
Signal processing identity [President's message]. IEEE Signal Process. Mag. 23(4): 4 (2006) - [j59]Alfred O. Hero III:
Engaging the next generation [President's message]. IEEE Signal Process. Mag. 23(5): 4 (2006) - [j58]Derek Justice, Alfred O. Hero III:
Estimation of message source and destination from network intercepts. IEEE Trans. Inf. Forensics Secur. 1(3): 374-385 (2006) - [j57]Sangtae Ahn, Jeffrey A. Fessler, Doron Blatt, Alfred O. Hero III:
Convergent incremental optimization transfer algorithms: application to tomography. IEEE Trans. Medical Imaging 25(3): 283-296 (2006) - [j56]Jose A. Costa, Neal Patwari, Alfred O. Hero III:
Distributed weighted-multidimensional scaling for node localization in sensor networks. ACM Trans. Sens. Networks 2(1): 39-64 (2006) - [j55]Michael Ting, Alfred O. Hero III, Daniel Rugar, Chun-Yu Yip, Jeffrey A. Fessler:
Near-optimal signal detection for finite-state Markov signals with application to magnetic resonance force microscopy. IEEE Trans. Signal Process. 54(6-1): 2049-2062 (2006) - [j54]Doron Blatt, Alfred O. Hero III:
Energy-based sensor network source localization via projection onto convex sets. IEEE Trans. Signal Process. 54(9): 3614-3619 (2006) - [c106]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Probabilistic data integration and visualization for understanding transcriptional regulation. EUSIPCO 2006: 1-5 - [c105]Michael Ting, Alfred O. Hero III:
Detection Of a Random Walk Signal in the Regime of Low Signal to Noise Ratio and Long Observation Time. ICASSP (3) 2006: 293-296 - [c104]Raghuram Rangarajan, Raviv Raich, Alfred O. Hero III:
Single-Stage Waveform Selection for Adaptive Resource Constrained State Estimation. ICASSP (3) 2006: 672-675 - [c103]Raviv Raich, Jose A. Costa, Alfred O. Hero III:
On Dimensionality Reduction for Classification and its Application. ICASSP (5) 2006: 917-920 - [c102]Steve Grikschat, Jose A. Costa, Alfred O. Hero III, Olivier J. J. Michel:
Dual Rooted-Diffusions for Clustering and Classification on Manifolds. ICASSP (5) 2006: 937-940 - [c101]Arvind Rao, Alfred O. Hero III, David J. States, James Douglas Engel:
Inference of Biologically Relevant Gene Influence Networks Using the Directed Information Criterion. ICASSP (2) 2006: 1028-1031 - [c100]Raviv Raich, Alfred O. Hero III:
Sparse Image Reconstruction for Partially known Blur Functions. ICIP 2006: 637-640 - [c99]Michael Ting, Raviv Raich, Alfred O. Hero III:
Sparse Image Reconstruction using Sparse Priors. ICIP 2006: 1261-1264 - [c98]Jay A. Marble, Alfred O. Hero III:
Phase Distortion Correction for See-Through-The-Wall Imaging Radar. ICIP 2006: 2333-2336 - [c97]Estanislao Oubel, Alejandro F. Frangi, Alfred O. Hero III:
Complex wavelets for registration of tagged MRI sequences. ISBI 2006: 622-625 - [c96]Christophe Vignat, Alfred O. Hero III, Jose A. Costa:
A Geometric Characterization of Maximum Rényi Entropy Distributions. ISIT 2006: 1822-1826 - [c95]Estanislao Oubel, Alfred O. Hero III, Alejandro F. Frangi:
Cardiac motion estimation by using high-dimensional features and K-means clustering method. Image Processing 2006: 614417 - [c94]Alfred O. Hero III:
Geometric entropy minimization (GEM) for anomaly detection and localization. NIPS 2006: 585-592 - [c93]Neal Patwari, Alfred O. Hero III:
Demonstrating distributed signal strength location estimation. SenSys 2006: 353-354 - [p1]Jose A. Costa, Alfred O. Hero III:
Determining Intrinsic Dimension and Entropy of High-Dimensional Shape Spaces. Statistics and Analysis of Shapes 2006: 231-252 - 2005
- [j53]Dongxiao Zhu, Alfred O. Hero III, Hong Cheng, Ritu Khanna, Anand Swaroop:
Network constrained clustering for gene microarray data. Bioinform. 21(21): 4014-4020 (2005) - [j52]Pei Jung Chung, Johann F. Böhme, Alfred O. Hero III:
Tracking of Multiple Moving Sources Using Recursive EM Algorithm. EURASIP J. Adv. Signal Process. 2005(1): 50-60 (2005) - [j51]Dongxiao Zhu, Alfred O. Hero III, Zhaohui S. Qin, Anand Swaroop:
High Throughput Screening of Co-Expressed Gene Pairs with Controlled False Discovery Rate (FDR) and Minimum Acceptable Strength (MAS). J. Comput. Biol. 12(7): 1029-1045 (2005) - [j50]Huzefa Neemuchwala, Alfred O. Hero III, Paul L. Carson:
Image matching using alpha-entropy measures and entropic graphs. Signal Process. 85(2): 277-296 (2005) - [j49]Christopher M. Kreucher, Keith Kastella, Alfred O. Hero III:
Sensor management using an active sensing approach. Signal Process. 85(3): 607-624 (2005) - [j48]Neal Patwari, Joshua N. Ash, Spyros Kyperountas, Alfred O. Hero III, Randolph L. Moses, Neiyer S. Correal:
Locating the nodes: cooperative localization in wireless sensor networks. IEEE Signal Process. Mag. 22(4): 54-69 (2005) - [j47]Mahesh Godavarti, Alfred O. Hero III:
Partial update LMS algorithms. IEEE Trans. Signal Process. 53(7): 2382-2399 (2005) - [c92]Chris Kreucher, Alfred O. Hero III, Keith Kastella:
A Comparison of Task Driven and Information Driven Sensor Management for Target Tracking. CDC/ECC 2005: 4004-4009 - [c91]Huzefa Neemuchwala, Alfred O. Hero III:
Image registration in high-dimensional feature space. Computational Imaging 2005: 99-113 - [c90]Dongxiao Zhu, Alfred O. Hero III:
Gene coexpression network discovery with controlled statistical and biological significance. ICASSP (5) 2005: 369-372 - [c89]Jose A. Costa, Neal Patwari, Alfred O. Hero III:
Achieving high-accuracy distributed localization in sensor networks. ICASSP (3) 2005: 641-644 - [c88]Doron Blatt, Alfred O. Hero III:
Tests for global maximum of the likelihood function. ICASSP (4) 2005: 649-652 - [c87]Alfred O. Hero III, Doron Blatt:
Sensor network source localization via projection onto convex sets (POCS). ICASSP (3) 2005: 689-692 - [c86]Dongxiao Zhu, Alfred O. Hero III:
Network constrained clustering for gene microarray data. ICASSP (5) 2005: 765-768 - [c85]Chris Kreucher, Alfred O. Hero III:
Non-myopic approaches to scheduling agile sensors for multistage detection, tracking and identification. ICASSP (5) 2005: 885-888 - [c84]Simon Haykin, Alfred O. Hero III, Eric Moulines:
Modeling, identification, and control of large-scale dynamical systems. ICASSP (5) 2005: 945-948 - [c83]Jose A. Costa, Alfred O. Hero III:
Classification constrained dimensionality reduction. ICASSP (5) 2005: 1077-1080 - [c82]Raghuram Rangarajan, Raviv Raich, Alfred O. Hero III:
Optimal experimental design for an inverse scattering problem. ICASSP (4) 2005: 1117-1120 - [c81]Estanislao Oubel, Catalina Tobon-Gomez, Alfred O. Hero III, Alejandro F. Frangi:
Myocardial Motion Estimation in Tagged MR Sequences by Using alphaMI-Based Non Rigid Registration. MICCAI (2) 2005: 271-278 - [c80]Hyunjin Park, Peyton H. Bland, Alfred O. Hero III, Charles R. Meyer:
Least Biased Target Selection in Probabilistic Atlas Construction. MICCAI (2) 2005: 419-426 - [c79]Estanislao Oubel, Huzefa Neemuchwala, Alfred O. Hero III, Loic Boisrobert, Martín Laclaustra, Alejandro Federico Frangi:
Assessment of artery dilation by using image registration based on spatial features. Image Processing 2005 - [c78]Neal Patwari, Alfred O. Hero III, Adam Pacholski:
Manifold learning visualization of network traffic data. MineNet 2005: 191-196 - [c77]Doron Blatt, Alfred O. Hero III:
From Weighted Classification to Policy Search. NIPS 2005: 139-146 - 2004
- [j46]Alfred O. Hero III, Gilles Fleury, Alan J. Mears, Anand Swaroop:
Multicriteria Gene Screening for Analysis of Differential Expression with DNA Microarrays. EURASIP J. Adv. Signal Process. 2004(1): 43-52 (2004) - [j45]Gilles Fleury, Alfred O. Hero III, Sepidarseh Zareparsi, Anand Swaroop:
Gene discovery using Pareto depth sampling distributions. J. Frankl. Inst. 341(1-2): 55-75 (2004) - [j44]Jia Li, Alfred O. Hero III:
A Fast Spectral Method for Active 3D Shape Reconstruction. J. Math. Imaging Vis. 20(1-2): 73-87 (2004) - [j43]Mahesh Godavarti, Alfred O. Hero III:
Convergence of differential entropies. IEEE Trans. Inf. Theory 50(1): 171-176 (2004) - [j42]Meir Feder, Mário A. T. Figueiredo, Alfred O. Hero III, Chin-Hui Lee, Hans-Andrea Loeliger, Robert D. Nowak, Andrew C. Singer, Bin Yu:
Guest Editorial: Special Issue on Machine Learning Methods in Signal Processing. IEEE Trans. Signal Process. 52(8): 2152 (2004) - [j41]Jose A. Costa, Alfred O. Hero III:
Geodesic entropic graphs for dimension and entropy estimation in manifold learning. IEEE Trans. Signal Process. 52(8): 2210-2221 (2004) - [j40]Alfred O. Hero III, Gilles Fleury:
Pareto-Optimal Methods for Gene Ranking. J. VLSI Signal Process. 38(3): 259-275 (2004) - [c76]Chris Kreucher, Alfred O. Hero III, Keith Kastella, Dan Chang:
Efficient methods of non-myopic sensor management for multitarget tracking. CDC 2004: 722-727 - [c75]Jose A. Costa, Alfred O. Hero III:
Learning intrinsic dimension and intrinsic entropy of high-dimensional datasets. EUSIPCO 2004: 369-372 - [c74]Alfred O. Hero III, Michael Ting, Jeffrey A. Fessler:
Two state Markov modelling and detection of single electron spin signals. EUSIPCO 2004: 1059-1062 - [c73]Alfred O. Hero III:
Statistical signal processing for gene microarrays. EUSIPCO 2004: 1199 - [c72]Meng-Fu Shih, Alfred O. Hero III:
Network topology discovery using finite mixture models. ICASSP (2) 2004: 433-436 - [c71]Neal Patwari, Alfred O. Hero III:
Manifold learning algorithms for localization in wireless sensor networks. ICASSP (3) 2004: 857-860 - [c70]Doron Blatt, Alfred O. Hero III:
Distributed maximum likelihood estimation for sensor networks. ICASSP (3) 2004: 929-932 - [c69]Jose A. Costa, Alfred O. Hero III:
Manifold learning using Euclidean k-nearest neighbor graphs [image processing examples]. ICASSP (3) 2004: 988-991 - [c68]Alfred O. Hero III, Sepidarseh Zareparsi, Anand Swaroop, Gilles Fleury:
Pareto Depth Sampling Distributions for Gene Ranking. ISBI 2004: 65-68 - [c67]Huzefa Neemuchwala, Alfred O. Hero III, Paul L. Carson, Charles R. Meyer:
Local Feature Matching Using Entropic Graphs. ISBI 2004: 704-707 - [c66]Jose A. Costa, Alfred O. Hero III:
Entropic graphs for intrinsic dimension estimation in manifold learning. ISIT 2004: 466 - 2003
- [j39]R. Gupta, Alfred O. Hero III:
High-rate vector quantization for detection. IEEE Trans. Inf. Theory 49(8): 1951-1969 (2003) - [j38]Alfred O. Hero III:
Secure space-time communication. IEEE Trans. Inf. Theory 49(12): 3235-3249 (2003) - [j37]Alfred O. Hero III, Ilkka Norros, Athina P. Petropulu, Rudolf H. Riedi:
Guest editorial special issue on signal processing in networking. IEEE Trans. Signal Process. 51(8): 2017-2018 (2003) - [j36]Neal Patwari, Alfred O. Hero III, Matt Perkins, Neiyer S. Correal, Robert J. O'Dea:
Relative location estimation in wireless sensor networks. IEEE Trans. Signal Process. 51(8): 2137-2148 (2003) - [j35]Meng-Fu Shih, Alfred O. Hero III:
Unicast-based inference of network link delay distributions with finite mixture models. IEEE Trans. Signal Process. 51(8): 2219-2228 (2003) - [c65]Doron Blatt, Alfred O. Hero III:
Asymptotic Characterization of Log-Likelihood Maximization Based Algorithms and Applications. EMMCVPR 2003: 164-179 - [c64]Jose Costa, Alfred O. Hero III, Christophe Vignat:
On Solutions to Multivariate Maximum alpha-Entropy Problems. EMMCVPR 2003: 211-226 - [c63]Neal Patwari, Alfred O. Hero III:
Hierarchical censoring for distributed detection in wireless sensor networks. ICASSP (4) 2003: 848-851 - [c62]Christopher M. Kreucher, Keith Kastella, Alfred O. Hero III:
Multi-target Sensor Management Using Alpha-Divergence Measures. IPSN 2003: 209-222 - [c61]Alfred O. Hero III:
Gene selection and ranking with microarray data. ISSPA (1) 2003: 457-464 - [c60]Neal Patwari, Alfred O. Hero III:
Using proximity and quantized RSS for sensor localization in wireless networks. WSNA 2003: 20-29 - [i1]Jose Costa, Alfred O. Hero III:
Manifold Learning with Geodesic Minimal Spanning Trees. CoRR cs.CV/0307038 (2003) - 2002
- [j34]Mark Coates, Alfred O. Hero III, Robert D. Nowak, Bin Yu:
Internet tomography. IEEE Signal Process. Mag. 19(3): 47-65 (2002) - [j33]Alfred O. Hero III, Hamid Krim:
Mathematical methods in imaging. IEEE Signal Process. Mag. 19(5): 13-14 (2002) - [j32]Alfred O. Hero III, Bing Ma, Olivier J. J. Michel, John D. Gorman:
Applications of entropic spanning graphs. IEEE Signal Process. Mag. 19(5): 85-95 (2002) - [j31]Daniel W. Bliss, Keith W. Forsythe, Alfred O. Hero III, Ali F. Yegulalp:
Environmental issues for MIMO capacity. IEEE Trans. Signal Process. 50(9): 2128-2142 (2002) - [c59]Gilles Fleury, Alfred O. Hero III, Shigeo Yoshida, Todd A. Carter, Carrolee Barlow, Anand Swaroop:
Pareto analysis for gene filtering in microarray experiments. EUSIPCO 2002: 1-4 - [c58]Thomas J. Kragh, Alfred O. Hero III:
Image resolution-variance tradeoffs using the uniform Cramèr-Rao bound. EUSIPCO 2002: 1-4 - [c57]Olivier J. J. Michel, Alfred O. Hero III:
Theory and application of entropiograph based I-divergence estimation. EUSIPCO 2002: 1-4 - [c56]Meng-Fu Shih, Alfred O. Hero III:
Unicast-based inference of network link delay distributions using mixed finite mixture models. ICASSP 2002: 1305-1308 - [c55]Mahesh Godavarti, Alfred O. Hero III:
Diversity and degrees of freedom in wireless communications. ICASSP 2002: 2861-2864 - [c54]Gilles Fleury, Alfred O. Hero III, Shigeo Yoshida, Todd A. Carter, Carrolee Barlow, Anand Swaroop:
Clustering gene expression signals from retinal microarray data. ICASSP 2002: 4024-4027 - [c53]Richard G. Baraniuk, C. Sidney Burrus, B. M. Hendricks, G. L. Henry, Alfred O. Hero III, Don H. Johnson, Douglas L. Jones, Julius Kusuma, Robert D. Nowak, J. E. Odegard, Lee C. Potter, Kannan Ramchandran, R. J. Reedstrom, Philip Schniter, Ivan W. Selesnick, Douglas B. Williams, W. L. Wilson:
Connexions: DSP education for a networked world. ICASSP 2002: 4144-4147 - [c52]Jia Li, Alfred O. Hero III:
A spectral approach to statistical polar shape modeling. ICIP (1) 2002: 852-855 - 2001
- [j30]Hyung Soo Kim, Alfred O. Hero III:
Comparison of GLR and invariant detectors under structured clutter covariance. IEEE Trans. Image Process. 10(10): 1509-1520 (2001) - [j29]Alfred O. Hero III, Thomas L. Marzetta:
Cutoff rate and signal design for the quasi-static Rayleigh-fading space-Time channel. IEEE Trans. Inf. Theory 47(6): 2400-2416 (2001) - [c51]Agisilaos-Georgios P. Ziotopoulos, Alfred O. Hero III, Kimberly M. Wasserman:
Estimation of network link loss rates via chaining in multicast trees. ICASSP 2001: 2517-2520 - [c50]Hyung Soo Kim, Alfred O. Hero III:
Comparison of GLR and maximal invariant detectors under structured clutter covariance. ICASSP 2001: 2869-2872 - [c49]Meng-Fu Shih, Alfred O. Hero III:
Unicast inference of network link delay distributions from edge measurements. ICASSP 2001: 3421-3424 - [c48]Mahesh Godavarti, Alfred O. Hero III:
Stability analysis of the sequential partial update LMS algorithm. ICASSP 2001: 3857-3860 - [c47]Huzefa Neemuchwala, Alfred O. Hero III, Paul L. Carson:
Feature coincidence trees for registration of ultrasound breast images. ICIP (3) 2001: 10-13 - [c46]Alfred O. Hero III, Bing Ma, Olivier J. J. Michel:
Imaging applications of stochastic minimal graphs. ICIP (3) 2001: 573-576 - [c45]Bing Ma, Alfred O. Hero III, Olivier J. J. Michel:
Imaging applications of stochastic minimal graphs. ICIP (2) 2001: 573-576 - [c44]Bing Ma, Sridhar Lakshmanan, Alfred O. Hero III:
A robust Bayesian multisensor fusion algorithm for joint lane and pavement boundary detection. ICIP (1) 2001: 762-765 - [c43]Jia Li, Alfred O. Hero III:
A spectral method for solving elliptic equations for surface reconstruction and 3D active contours. ICIP (3) 2001: 1067-1070 - 2000
- [j28]William J. Williams, Eugene J. Zalubas, Alfred O. Hero III:
Word Spotting in Bitmapped Fax Documents. Inf. Retr. 2(2/3): 207-226 (2000) - [j27]Donald L. Snyder, Alfred O. Hero III, Pierre Moulin, José M. F. Moura, Joseph A. O'Sullivan:
Introduction to the special issue on information-theoretic imaging. IEEE Trans. Inf. Theory 46(5): 1709-1713 (2000) - [j26]Stéphane Chrétien, Alfred O. Hero III:
Kullback proximal algorithims for maximum-likelihood estimation. IEEE Trans. Inf. Theory 46(5): 1800-1810 (2000) - [j25]Bing Ma, Sridhar Lakshmanan, Alfred O. Hero III:
Simultaneous detection of lane and pavement boundaries using model-based multisensor fusion. IEEE Trans. Intell. Transp. Syst. 1(3): 135-147 (2000) - [j24]Riten Gupta, Alfred O. Hero III:
Power versus performance tradeoffs for reduced resolution LMS adaptive filters. IEEE Trans. Signal Process. 48(10): 2772-2784 (2000) - [c42]Olivier J. J. Michel, Patrick Flandrin, Alfred O. Hero III:
Automatic extraction of time-frequency skeletons with minimal spanning trees. ICASSP 2000: 89-92 - [c41]Riten Gupta, Alfred O. Hero III:
Transient behavior of fixed point LMS adaptation. ICASSP 2000: 376-379 - [c40]Bing Ma, Alfred O. Hero III, John D. Gorman, Olivier J. J. Michel:
Image Registration with Minimum Spanning Tree Algorithm. ICIP 2000: 481-484 - [c39]Hyung Soo Kim, Alfred O. Hero III:
Adaptive Target Detection Across a Clutter Boundary: GLR and Maximally Invariant Detectors. ICIP 2000: 681-684 - [c38]Hafez Hadinejad-Mahram, Alfred O. Hero III:
Robust QAM modulation classification via moment matrices. PIMRC 2000: 133-137
1990 – 1999
- 1999
- [j23]Alfred O. Hero III, Robinson Piramuthu, Jeffrey A. Fessler, Stephen R. Titus:
Minimax Emission Computed Tomography using High-Resolution Anatomical Side Information and B-Spline Models. IEEE Trans. Inf. Theory 45(3): 920-938 (1999) - [j22]Alfred O. Hero III, Olivier J. J. Michel:
Asymptotic theory of greedy approximations to minimal k-point random graphs. IEEE Trans. Inf. Theory 45(6): 1921-1938 (1999) - [j21]Ilan Sharfer, Alfred O. Hero III:
A maximum likelihood digital receiver using coordinate ascent and the discrete wavelet transform. IEEE Trans. Signal Process. 47(3): 813-825 (1999) - [j20]Olivier J. J. Michel, Alfred O. Hero III, Anne-Emmanuelle Badel:
Tree-structured nonlinear signal modeling and prediction. IEEE Trans. Signal Process. 47(11): 3027-3041 (1999) - [c37]Robby Gupta, Alfred O. Hero III:
Theoretical aspects of power reduction for adaptive filters. ICASSP 1999: 1245-1248 - [c36]Mahesh Godavarti, Alfred O. Hero III:
Stability bounds on step-size for the partial update LMS algorithm. ICASSP 1999: 1677-1680 - [c35]Alfred O. Hero III:
On the Problem of Granulometry for a Degraded Boolean Image Model. ICIP (2) 1999: 16-20 - [c34]Bing Ma, Sridhar Lakshmanan, Alfred O. Hero III:
Road and Lane Edge Detection with Multisensor Fusion Methods. ICIP (2) 1999: 686-690 - 1998
- [j19]William J. Williams, Eugene J. Zalubas, Robert M. Nickel, Alfred O. Hero III:
Scale and Translation Invariant Methods for Enhanced Time-Frequency Pattern Recognition. Multidimens. Syst. Signal Process. 9(4): 465-473 (1998) - [j18]Alfred O. Hero III, Hagit Messer, Janina Goldberg, David J. Thomson, Moeness G. Amin, Georgios B. Giannakis, Ananthram Swami, Jitendra K. Tugnait, Arye Nehorai, A. Lee Swindlehurst, Jean-François Cardoso, Lang Tong, Jeffrey L. Krolik:
Highlights of statistical signal and array processing. IEEE Signal Process. Mag. 15(5): 21-64 (1998) - [j17]Dennis Goeckel, Alfred O. Hero III, Wayne E. Stark:
Data-recursive algorithms for blind channel identification in oversampled communication systems. IEEE Trans. Signal Process. 46(8): 2217-2220 (1998) - [c33]Robinson Piramuthu, Alfred O. Hero III:
Penalized maximum likelihood image reconstruction with min-max incorporation of noisy side information. ICASSP 1998: 2865-2868 - [c32]Alfred O. Hero III, Hafez Hadinejad-Mahram:
Digital modulation classification using power moment matrices. ICASSP 1998: 3285-3288 - [c31]Robinson Piramuthu, Alfred O. Hero III:
Side Information Averaging Method for PML Emission Tomography. ICIP (2) 1998: 671-675 - 1997
- [j16]Alfred O. Hero III, Mohammad Usman, Anne C. Sauve, Jeffrey A. Fessler:
Recursive algorithms for computing the Cramer-Rao bound. IEEE Trans. Signal Process. 45(3): 803-807 (1997) - [c30]Stephen R. Titus, Alfred O. Hero III, Jeffrey A. Fessler:
Penalized likelihood emission image reconstruction with uncertain boundary information. ICASSP 1997: 2813-2816 - [c29]Alfred O. Hero III, Yong Zhang, W. Leslie Rogers:
Tomographic feature detection and classification using parallelotope bounded error estimation. ICASSP 1997: 2849-2852 - [c28]Eugene J. Zalubas, Jeffrey C. O'Neill, William J. Williams, Alfred O. Hero III:
Shift and scale invariant detection. ICASSP 1997: 3637-3640 - [c27]Alfred O. Hero III, J. O'Neill, William J. Williams:
Moment Matrices for Recognition of Spatial Pattern in Noisy Images. ICIP (2) 1997: 378-381 - [c26]Alfred O. Hero III, Christophe Guillouet:
Robust detection of SAR/IR targets via invariance. ICIP (3) 1997: 472-475 - [c25]Bing Ma, Sridhar Lakshmanan, Alfred O. Hero III:
Detection of Curved Road Edges in Radar Images Via Deformable Templates. ICIP (1) 1997: 857-860 - 1996
- [j15]Alfred O. Hero III, Jeffrey A. Fessler, Mohammad Usman:
Exploring estimator bias-variance tradeoffs using the uniform CR bound. IEEE Trans. Signal Process. 44(8): 2026-2041 (1996) - [c24]Ilan Sharfer, Alfred O. Hero III:
A maximum likelihood CDMA receiver using the EM algorithm and the discrete wavelet transform. ICASSP 1996: 2654-2657 - [c23]Jeffrey C. O'Neill, Alfred O. Hero III, William J. Williams:
Word spotting via spatial point processes. ICIP (2) 1996: 217-220 - [c22]Stephen R. Titus, Alfred O. Hero III, Jeffrey A. Fessler:
Improved penalized likelihood reconstruction of anatomically correlated emission data. ICIP (2) 1996: 749-752 - 1995
- [j14]Jeffrey A. Fessler, Alfred O. Hero III:
Penalized maximum-likelihood image reconstruction using space-alternating generalized EM algorithms. IEEE Trans. Image Process. 4(10): 1417-1429 (1995) - [j13]Bülent Baygün, Alfred O. Hero III:
Optimal simultaneous detection and estimation under a false alarm constraint. IEEE Trans. Inf. Theory 41(3): 688-703 (1995) - [c21]Olivier J. J. Michel, Alfred O. Hero III:
Tree structured non-linear signal modeling and prediction. ICASSP 1995: 1689-1692 - [c20]Ilan Sharfer, Alfred O. Hero III:
Spread spectrum sequence estimation and bit synchronization using an EM-type algorithm. ICASSP 1995: 1864-1867 - [c19]Stephen R. Titus, Alfred O. Hero III, Jeffrey A. Fessler:
NMR object boundaries: B-spline modeling and estimator performance. ICASSP 1995: 2423-2426 - 1994
- [j12]Alfred O. Hero III, Jeffrey A. Fessler:
A recursive algorithm for computing Cramer-Rao- type bounds on estimator covariance. IEEE Trans. Inf. Theory 40(4): 1205-1210 (1994) - [j11]Ping-Chun Chiao, W. Leslie Rogers, Neal H. Clinthorne, Jeffrey A. Fessler, Alfred O. Hero III:
Model-based estimation for dynamic cardiac studies using ECT. IEEE Trans. Medical Imaging 13(2): 217-226 (1994) - [j10]Ping-Chun Chiao, W. Leslie Rogers, Jeffrey A. Fessler, Neal H. Clinthorne, Alfred O. Hero III:
Model-based estimation with boundary side information or boundary regularization [cardiac emission CT]. IEEE Trans. Medical Imaging 13(2): 227-234 (1994) - [j9]Nikolaos Antoniadis, Alfred O. Hero III:
Time-delay estimation for filtered Poisson processes using an EM-type algorithm. IEEE Trans. Signal Process. 42(8): 2112-2123 (1994) - [j8]Jeffrey A. Fessler, Alfred O. Hero III:
Space-alternating generalized expectation-maximization algorithm. IEEE Trans. Signal Process. 42(10): 2664-2677 (1994) - [c18]Mohammad Usman, Alfred O. Hero III:
Recursive CR bounds: algebraic and statistical acceleration. ICASSP (4) 1994: 5-8 - [c17]Mark L. Brown, William J. Williams, Alfred O. Hero III:
Non-orthogonal Gabor representation of biological signals. ICASSP (4) 1994: 305-308 - [c16]Yong Zhang, Alfred O. Hero III, W. Leslie Rogers:
Simultaneous confidence intervals for image reconstruction problems. ICASSP (5) 1994: 317-320 - [c15]Mohammad Usman, Alfred O. Hero III, Jeffrey A. Fessler:
Bias-Variance Tradeoffs Analysis using Uniform CR Bound for Images. ICIP (2) 1994: 835-839 - 1993
- [c14]Jeffrey A. Fessler, Alfred O. Hero III:
Complete-data spaces and generalized EM algorithms. ICASSP (4) 1993: 1-4 - [c13]R. A. DeLap, Alfred O. Hero III:
A new method for adaptive wideband beamforming. ICASSP (4) 1993: 348-351 - 1992
- [j7]Ramakrishna Kakarala, Alfred O. Hero III:
On Achievable Accuracy in Edge Localization. IEEE Trans. Pattern Anal. Mach. Intell. 14(7): 777-781 (1992) - [c12]Nikolaos Antoniadis, Alfred O. Hero III:
Time delay estimation for filtered Poisson processes using an EM-type algorithm. ICASSP 1992: 289-292 - [c11]Bülent Baygün, Alfred O. Hero III:
Further results on tradeoffs between detection and estimation. ICASSP 1992: 453-456 - [c10]R. A. DeLap, Alfred O. Hero III:
A new criterion for adaptive beamsumming. ICASSP 1992: 461-464 - 1991
- [j6]Alfred O. Hero III:
Timing estimation for a filtered Poisson process in Gaussian noise. IEEE Trans. Inf. Theory 37(1): 92-106 (1991) - [c9]Bülent Baygün, Alfred O. Hero III:
Tradeoffs between detection and estimation for multiple signals. ICASSP 1991: 1317-1320 - [c8]John D. Gorman, Alfred O. Hero III:
On the application of Cramer-Rao type lower bounds for constrained estimation. ICASSP 1991: 1333-1336 - [c7]Ramakrishna Kakarala, Alfred O. Hero III:
On achievable accuracy in edge localization. ICASSP 1991: 2545-2548 - 1990
- [j5]John D. Gorman, Alfred O. Hero III:
Lower bounds for parametric estimation with constraints. IEEE Trans. Inf. Theory 36(6): 1285-1301 (1990) - [c6]Alfred O. Hero III, Joongkyu Kim:
Simultaneous signal detection and classification under a false alarm constraint. ICASSP 1990: 2759-2762
1980 – 1989
- 1989
- [j4]Alfred O. Hero III:
Lower bounds on estimator performance for energy-invariant parameters of multidimensional Poisson processes. IEEE Trans. Inf. Theory 35(4): 843-858 (1989) - [c5]Lingxiong Shao, Alfred O. Hero III:
Information optimization of projective tomographic imaging systems. ICASSP 1989: 1464-1467 - [c4]Joongkyu Kim, Alfred O. Hero III:
Error intensity measures for multi-parameter tracking and passive bearing estimation. ICASSP 1989: 2641-2644 - 1988
- [j3]Alfred O. Hero III, Stuart C. Schwartz:
Poisson models and mean-squared error for correlator estimators of time delay. IEEE Trans. Inf. Theory 34(2): 287-303 (1988) - [c3]Alfred O. Hero III:
Time delay estimation for Poisson derived processes. ICASSP 1988: 2614-2617 - 1987
- [c2]Alfred O. Hero III:
Applications of error intensity measures to bearing estimation. ICASSP 1987: 443-446 - 1986
- [j2]Alfred O. Hero III:
Radar data processing: Vol. I-Introduction and tracking. IEEE Trans. Acoust. Speech Signal Process. 34(5): 1350-1351 (1986) - 1985
- [j1]Alfred O. Hero III, Stuart C. Schwartz:
A new generalized cross correlator. IEEE Trans. Acoust. Speech Signal Process. 33(1): 38-45 (1985) - 1984
- [c1]Alfred O. Hero III, Stuart C. Schwartz:
Alternatives to the generalized cross correlater for time delay estimation. ICASSP 1984: 624-627
Coauthor Index
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