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2020 – today
- 2024
[j10]Enmao Diao
, Taposh Banerjee, Vahid Tarokh:
Large Deviation Analysis of Score-Based Hypothesis Testing. IEEE Access 12: 117691-117700 (2024)- [j9]Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps:
Minimax asymptotically optimal quickest change detection for statistically periodic data. Signal Process. 215: 109290 (2024) - [j8]Suya Wu, Enmao Diao, Taposh Banerjee, Jie Ding, Vahid Tarokh:
Quickest Change Detection for Unnormalized Statistical Models. IEEE Trans. Inf. Theory 70(2): 1220-1232 (2024) - [i26]Chao Huang, Wenshuo Zang, Carlo Pinciroli, Zhi Jane Li, Taposh Banerjee, Lili Su, Rui Liu:
Reactive Multi-Robot Navigation in Outdoor Environments Through Uncertainty-Aware Active Learning of Human Preference Landscape. CoRR abs/2409.16577 (2024) - [i25]Tongfei Guo, Taposh Banerjee, Rui Liu, Lili Su:
Building Real-time Awareness of Out-of-distribution in Trajectory Prediction for Autonomous Vehicles. CoRR abs/2409.17277 (2024) - 2023
- [c36]Suya Wu, Enmao Diao, Taposh Banerjee, Jie Ding, Vahid Tarokh:
Score-based Quickest Change Detection for Unnormalized Models. AISTATS 2023: 10546-10565 - [c35]Suya Wu, Enmao Diao, Jie Ding, Taposh Banerjee, Vahid Tarokh:
Robust Quickest Change Detection for Unnormalized Models. UAI 2023: 2314-2323 - [c34]Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart:
Reinforcement Learning with An Abrupt Model Change. WSC 2023: 3014-3025 - [i24]Suya Wu, Enmao Diao, Taposh Banerjee, Jie Ding, Vahid Tarokh:
Quickest Change Detection for Unnormalized Statistical Models. CoRR abs/2302.00250 (2023) - [i23]Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart:
Reinforcement Learning with an Abrupt Model Change. CoRR abs/2304.11460 (2023) - 2022
- [j7]Sebastian A. Nugroho, Suyash C. Vishnoi, Ahmad F. Taha, Christian G. Claudel, Taposh Banerjee:
Where Should Traffic Sensors Be Placed on Highways? IEEE Trans. Intell. Transp. Syst. 23(8): 13026-13039 (2022) - [c33]Tim Brucks, Taposh Banerjee, Rahul Mishra:
Quickest Detection of a Threat to an Impending Disaster. Allerton 2022: 1-7 - [c32]Wuxia Chen, Taposh Banerjee, Eugene John:
A Meta-Transfer Learning Approach to ECG Arrhythmia Detection. EMBC 2022: 1300-1305 - [c31]Anshul Jha, Eugene John, Taposh Banerjee:
Transfer Learning for COVID-19 and Pneumonia Detection using Chest X-Rays. MWSCAS 2022: 1-4 - [c30]Anshul Jha, Eugene John, Taposh Banerjee:
Multi-Class Classification of Dementia from MRI Images Using Transfer Learning. UEMCON 2022: 597-602 - 2021
- [j6]Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps:
A Bayesian Theory of Change Detection in Statistically Periodic Random Processes. IEEE Trans. Inf. Theory 67(4): 2562-2580 (2021) - [c29]Taposh Banerjee, Smruti Padhy, Ahmad F. Taha, Eugene John:
Quickest Joint Detection and Classification of Faults in Statistically Periodic Processes. ICASSP 2021: 5015-5019 - [c28]Taposh Banerjee, Ahmad F. Taha, Eugene John:
Robust Quickest Change Detection in Statistically Periodic Processes. ISIT 2021: 101-105 - [c27]Sayli Siddhasanjay Aphale, Eugene John, Taposh Banerjee:
ArrhyNet: A High Accuracy Arrhythmia Classification Convolutional Neural Network. MWSCAS 2021: 453-457 - 2020
- [c26]Suyash C. Vishnoi, Sebastian A. Nugroho, Ahmad F. Taha, Christian G. Claudel, Taposh Banerjee:
Asymmetric Cell Transmission Model-Based, Ramp-Connected Robust Traffic Density Estimation under Bounded Disturbances. ACC 2020: 1197-1202 - [c25]Taposh Banerjee, Edmond Adib, Ahmad F. Taha, Eugene John:
Sequential Methods for Detecting a Change in the Distribution of an Episodic Process. ICASSP 2020: 6009-6013 - [c24]Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps:
Multislot and Multistream Quickest Change Detection in Statistically Periodic Processes. ISIT 2020: 1147-1152 - [i22]Suyash C. Vishnoi, Sebastian A. Nugroho, Ahmad F. Taha, Christian G. Claudel, Taposh Banerjee:
Asymmetric Cell Transmission Model-Based, Ramp-Connected Robust Traffic Density Estimation under Bounded Disturbances. CoRR abs/2002.03530 (2020)
2010 – 2019
- 2019
- [c23]Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps:
A Sequential Detection Theory for Statistically Periodic Random Processes. Allerton 2019: 290-297 - [c22]Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps:
Quickest Detection of Deviations from Periodic Statistical Behavior. ICASSP 2019: 5351-5355 - [c21]Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps:
Bayesian Quickest Detection of Changes in Statistically Periodic Processes. ISIT 2019: 2204-2208 - [c20]Taposh Banerjee, Stephen A. Allsop, Kay M. Tye, Demba E. Ba, Vahid Tarokh:
Sequential Detection of Regime Changes in Neural Data. NER 2019: 139-142 - [i21]Marko Angjelichinoski, Taposh Banerjee, John S. Choi, Bijan Pesaran, Vahid Tarokh:
Minimax-optimal decoding of movement goals from local field potentials using complex spectral features. CoRR abs/1901.10397 (2019) - [i20]Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps:
A Bayesian Theory of Change Detection in Statistically Periodic Random Processes. CoRR abs/1904.03530 (2019) - [i19]Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps:
Quickest Event Detection Using Multimodal Data In Nonstationary Environments. CoRR abs/1904.04239 (2019) - [i18]Marko Angjelichinoski, John S. Choi, Taposh Banerjee, Bijan Pesaran, Vahid Tarokh:
Cross-subject Decoding of Eye Movement Goals from Local Field Potentials. CoRR abs/1911.03540 (2019) - 2018
- [j5]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) - [c19]Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh:
Sequential Event Detection Using Multimodal Data in Nonstationary Environments. FUSION 2018: 1940-1947 - [c18]Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh:
Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data. GlobalSIP 2018: 126-130 - [c17]Taposh Banerjee, John S. Choi, Bijan Pesaran, Demba E. Ba, Vahid Tarokh:
Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface. ICASSP 2018: 836-840 - [c16]Taposh Banerjee, John S. Choi, Bijan Pesaran, Demba E. Ba, Vahid Tarokh:
Classification of Local Field Potentials using Gaussian Sequence Model. SSP 2018: 683-687 - [i17]Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh:
Sequential Event Detection Using Multimodal Data in Nonstationary Environments. CoRR abs/1803.08947 (2018) - [i16]Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh:
Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data. CoRR abs/1807.06945 (2018) - [i15]Taposh Banerjee, Prudhvi Gurram, Gene T. Whipps:
Quickest Detection Of Deviations From Periodic Statistical Behavior. CoRR abs/1810.12760 (2018) - 2017
- [c15]Taposh Banerjee, Miao Liu, Jonathan P. How:
Quickest change detection approach to optimal control in Markov decision processes with model changes. ACC 2017: 399-405 - [i14]Taposh Banerjee, Alfred O. Hero III:
Quickest Hub Discovery in Correlation Graphs. CoRR abs/1702.01225 (2017) - [i13]Rahul Singh, Taposh Banerjee:
Kiefer Wolfowitz Algorithm is Asymptotically Optimal for a Class of Non-Stationary Bandit Problems. CoRR abs/1702.08000 (2017) - [i12]Taposh Banerjee, John S. Choi, Bijan Pesaran, Demba E. Ba, Vahid Tarokh:
Classification of Local Field Potentials using Gaussian Sequence Model. CoRR abs/1710.01821 (2017) - 2016
- [c14]Taposh Banerjee, Alfred O. Hero III:
Quickest hub discovery in correlation graphs. ACSSC 2016: 1248-1255 - [i11]Taposh Banerjee, Miao Liu, Jonathan P. How:
Quickest Change Detection Approach to Optimal Control in Markov Decision Processes with Model Changes. CoRR abs/1609.06757 (2016) - [i10]Taposh Banerjee, George V. Moustakides:
Minimax Optimality of Shiryaev-Roberts Procedure for Quickest Drift Change Detection of a Brownian motion. CoRR abs/1610.02680 (2016) - 2015
- [j4]Taposh Banerjee, Venugopal V. Veeravalli:
Data-Efficient Minimax Quickest Change Detection With Composite Post-Change Distribution. IEEE Trans. Inf. Theory 61(9): 5172-5184 (2015) - [j3]Taposh Banerjee, Venugopal V. Veeravalli:
Data-Efficient Quickest Change Detection in Sensor Networks. IEEE Trans. Signal Process. 63(14): 3727-3735 (2015) - [c13]Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III:
Non-parametric quickest change detection for large scale random matrices. ISIT 2015: 146-150 - [i9]Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III:
Non-parametric Quickest Change Detection for Large Scale Random Matrices. CoRR abs/1506.06199 (2015) - [i8]Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III:
Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices. CoRR abs/1508.04720 (2015) - 2014
- [b1]Taposh Banerjee:
Data-efficient quickest change detection. University of Illinois Urbana-Champaign, USA, 2014 - [c12]Taposh Banerjee, Yu Christine Chen, Alejandro D. Domínguez-García, Venugopal V. Veeravalli:
Power system line outage detection and identification - A quickest change detection approach. ICASSP 2014: 3450-3454 - [c11]Taposh Banerjee, Venugopal V. Veeravalli:
Data-efficient quickest change detection with unknown post-change distribution. ISIT 2014: 741-745 - [i7]Taposh Banerjee, Venugopal V. Veeravalli:
Data-Efficient Minimax Quickest Change Detection in a Decentralized System. CoRR abs/1408.4747 (2014) - [i6]Taposh Banerjee, Venugopal V. Veeravalli:
Data-Efficient Minimax Quickest Change Detection with Composite Post-Change Distribution. CoRR abs/1410.3450 (2014) - [i5]Taposh Banerjee, Venugopal V. Veeravalli:
Data-Efficient Quickest Outlying Sequence Detection in Sensor Networks. CoRR abs/1411.0183 (2014) - 2013
- [j2]Taposh Banerjee, Venugopal V. Veeravalli:
Data-Efficient Quickest Change Detection in Minimax Settings. IEEE Trans. Inf. Theory 59(10): 6917-6931 (2013) - [c10]Taposh Banerjee, Venugopal V. Veeravalli:
Data-efficient quickest change detection in distributed and multi-channel systems. ICASSP 2013: 3952-3956 - [c9]Taposh Banerjee, Venugopal V. Veeravalli, Alexander G. Tartakovsky:
Decentralized data-efficient quickest change detection. ISIT 2013: 2587-2591 - 2012
- [c8]Taposh Banerjee, Venugopal V. Veeravalli:
Data-efficient minimax quickest change detection. ICASSP 2012: 3937-3940 - [c7]Taposh Banerjee, Venugopal V. Veeravalli:
Energy-efficient quickest change detection in sensor networks. SSP 2012: 636-639 - [i4]Venugopal V. Veeravalli, Taposh Banerjee:
Quickest Change Detection. CoRR abs/1210.5552 (2012) - [i3]Taposh Banerjee, Venugopal V. Veeravalli:
Data-Efficient Quickest Change Detection in Minimax Settings. CoRR abs/1211.3729 (2012) - 2011
- [j1]Taposh Banerjee, Vinod Sharma, Veeraruna Kavitha, ArunKumar Jayaprakasam:
Generalized Analysis of a Distributed Energy Efficient Algorithm for Change Detection. IEEE Trans. Wirel. Commun. 10(1): 91-101 (2011) - [c6]Taposh Banerjee, Venugopal V. Veeravalli:
Bayesian quickest change detection under energy constraints. ITA 2011: 435-444 - [i2]Taposh Banerjee, Venugopal V. Veeravalli:
Data-Efficient Quickest Change Detection with On-Off Observation Control. CoRR abs/1105.1361 (2011)
2000 – 2009
- 2009
- [c5]Taposh Banerjee, Vinod Sharma:
Generalized analysis of a distributed energy efficient algorithm for change detection. MSWiM 2009: 315-320 - [i1]Taposh Banerjee, Vinod Sharma:
Generalized Analysis of a Distributed Energy Efficient Algorithm for Change Detection. CoRR abs/0908.1407 (2009) - 2008
- [c4]Taposh Banerjee, Veeraruna Kavitha, Vinod Sharma:
Energy efficient change detection over a MAC using physical layer fusion. ICASSP 2008: 2501-2504 - 2007
- [c3]Taposh Banerjee, Smruti Padhy, Arzad Alam Kherani:
Optimal Dynamic Activation Policies in Sensor Networks. COMSWARE 2007 - [c2]Taposh Banerjee, Arzad Alam Kherani:
Sensor Node Activation Policies using Partial or No Information. WiOpt 2007: 1-7 - 2006
- [c1]Taposh Banerjee, Arzad Alam Kherani:
Optimal control of admission to a station in a closed two queue system. VALUETOOLS 2006: 63
Coauthor Index
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