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2020 – today
- 2025
[j270]Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed:
Non-asymptotic performance of social machine learning under limited data. Signal Process. 230: 109849 (2025)- [j269]Haoyuan Cai
, Sulaiman A. Alghunaim, Ali H. Sayed:
Diffusion Stochastic Optimization for Min-Max Problems. IEEE Trans. Signal Process. 73: 259-274 (2025) - 2024
- [j268]Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed:
Detection of Malicious Agents in Social Learning. IEEE Signal Process. Lett. 31: 1745-1749 (2024) - [j267]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Socially Intelligent Networks: A framework for decision making over graphs. IEEE Signal Process. Mag. 41(4): 20-39 (2024) - [j266]Mert Kayaalp, Yunus Inan, Emre Telatar, Ali H. Sayed:
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference. IEEE Trans. Autom. Control. 69(4): 2265-2280 (2024) - [j265]Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Compressed Regression Over Adaptive Networks. IEEE Trans. Signal Inf. Process. over Networks 10: 851-867 (2024) - [j264]Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed:
Social Learning in Community Structured Graphs. IEEE Trans. Signal Process. 72: 2812-2826 (2024) - [j263]Yishu Peng, Sheng Zhang, Zhengchun Zhou, Hongyang Chen, Ali H. Sayed:
Diffusion Moving-Average Adaptation Over Networks. IEEE Trans. Signal Process. 72: 3393-3407 (2024) - [j262]Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed:
Causal Influence in Federated Edge Inference. IEEE Trans. Signal Process. 72: 5604-5615 (2024) - [c252]Malek Khammassi, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Adaptive Social Learning for Tracking Rare Transition Markov Chains. EUSIPCO 2024: 1032-1036 - [c251]H. Cai, Sulaiman A. Alghunaim, Ali H. Sayed:
Diffusion Optimistic Learning for Min-Max Optimization. ICASSP 2024: 5535-5539 - [c250]Elsa Rizk, Kun Yuan, Ali H. Sayed:
Asynchronous Diffusion Learning with Agent Subsampling and Local Updates. ICASSP 2024: 9246-9250 - [c249]Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed:
Distributed Decision-Making for Community Structured Networks. ICASSP 2024: 9316-9320 - [c248]Marco Carpentiero, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Social Learning with Adaptive Models. ICASSP 2024: 9351-9355 - [c247]Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Differential Error Feedback for Communication-Efficient Decentralized Optimization. SAM 2024: 1-5 - [c246]Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed:
Causal Impact Analysis for Asynchronous Decision Making. ISIT 2024: 1641-1645 - [c245]Marco Carpentiero, Vincenzo Matta, Stefan Vlaski, Ali H. Sayed:
Decentralized Fusion of Experts Over Networks. MLSP 2024: 1-6 - [c244]Roula Nassif, Marco Carpentiero, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Matching centralized learning performance via compressed decentralized learning with error feedback. SPAWC 2024: 431-435 - [i138]Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed:
Diffusion Stochastic Optimization for Min-Max Problems. CoRR abs/2401.14585 (2024) - [i137]Elsa Rizk, Kun Yuan, Ali H. Sayed:
Asynchronous Diffusion Learning with Agent Subsampling and Local Updates. CoRR abs/2402.05529 (2024) - [i136]Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed:
Detection of Malicious Agents in Social Learning. CoRR abs/2403.12619 (2024) - [i135]Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed:
Causal Influence in Federated Edge Inference. CoRR abs/2405.01260 (2024) - [i134]Haoyuan Cai, Sulaiman A. Alghunaim, Ali H. Sayed:
Accelerated Stochastic Min-Max Optimization Based on Bias-corrected Momentum. CoRR abs/2406.13041 (2024) - [i133]Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Differential error feedback for communication-efficient decentralized learning. CoRR abs/2406.18418 (2024) - [i132]Ying Cao, Zhaoxian Wu, Kun Yuan, Ali H. Sayed:
On the Trade-off between Flatness and Optimization in Distributed Learning. CoRR abs/2406.20006 (2024) - [i131]Ainur Zhaikhan, Ali H. Sayed:
Multi-agent Off-policy Actor-Critic Reinforcement Learning for Partially Observable Environments. CoRR abs/2407.04974 (2024) - 2023
- [j261]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Privatized graph federated learning. EURASIP J. Adv. Signal Process. 2023(1): 87 (2023) - [j260]Stefan Vlaski, Soummya Kar, Ali H. Sayed, José M. F. Moura:
Networked Signal and Information Processing: Learning by multiagent systems. IEEE Signal Process. Mag. 40(5): 92-105 (2023) - [j259]Michele Cirillo, Vincenzo Matta, Ali H. Sayed:
Estimating the Topology of Preferential Attachment Graphs Under Partial Observability. IEEE Trans. Inf. Theory 69(2): 1355-1380 (2023) - [j258]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Partial Information Sharing Over Social Learning Networks. IEEE Trans. Inf. Theory 69(3): 2033-2058 (2023) - [j257]Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Learning From Heterogeneous Data Based on Social Interactions Over Graphs. IEEE Trans. Inf. Theory 69(5): 3347-3371 (2023) - [j256]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Self-Aware Social Learning Over Graphs. IEEE Trans. Inf. Theory 69(8): 5299-5317 (2023) - [j255]Ping Hu, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Optimal Aggregation Strategies for Social Learning Over Graphs. IEEE Trans. Inf. Theory 69(9): 6048-6070 (2023) - [j254]Fuyi Huang, Sheng Zhang, Jiashu Zhang, Hongyang Chen, Ali H. Sayed:
Diffusion Bayesian Decorrelation Algorithms Over Networks. IEEE Trans. Signal Process. 71: 571-586 (2023) - [j253]Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed:
Quantization for Decentralized Learning Under Subspace Constraints. IEEE Trans. Signal Process. 71: 2320-2335 (2023) - [j252]Sheng Zhang, Hongyang Chen, Ali H. Sayed:
Design of a Tap-Amplitude-Based Block Proportional Adaptive Filtering Algorithm. IEEE Trans. Signal Process. 71: 2448-2459 (2023) - [j251]Michele Cirillo, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Memory-Aware Social Learning Under Partial Information Sharing. IEEE Trans. Signal Process. 71: 2833-2848 (2023) - [j250]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Enforcing Privacy in Distributed Learning With Performance Guarantees. IEEE Trans. Signal Process. 71: 3385-3398 (2023) - [c243]Virginia Bordignon, Mert Kayaalp, Vincenzo Matta, Ali H. Sayed:
Social Learning with Non-Bayesian Local Updates. EUSIPCO 2023: 1-5 - [c242]Ying Cao, Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Multi-Agent Adversarial Training Using Diffusion Learning. ICASSP 2023: 1-5 - [c241]Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Compressed Distributed Regression over Adaptive Networks. ICASSP 2023: 1-5 - [c240]Mert Cemri, Virginia Bordignon, Mert Kayaalp, Valentina Shumovskaia, Ali H. Sayed:
Asynchronous Social Learning. ICASSP 2023: 1-5 - [c239]Michele Cirillo, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
The Role of Memory in Social Learning When Sharing Partial Opinions. ICASSP 2023: 1-5 - [c238]Michele Cirillo, Vincenzo Matta, Ali H. Sayed:
Learning Dynamic Graphs under Partial Observability. ICASSP 2023: 1-5 - [c237]Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed:
Performance of Social Machine Learning Under Limited Data. ICASSP 2023: 1-5 - [c236]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Local Graph-Homomorphic Processing for Privatized Distributed Systems. ICASSP 2023: 1-5 - [c235]Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed:
Identifying Opinion Influencers over Social Networks. ICASSP 2023: 1-5 - [c234]Mert Kayaalp, Yunus Inan, Visa Koivunen, Emre Telatar, Ali H. Sayed:
On the Fusion Strategies for Federated Decision Making. SSP 2023: 270-274 - [i130]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Enforcing Privacy in Distributed Learning with Performance Guarantees. CoRR abs/2301.06412 (2023) - [i129]Mert Kayaalp, Fatima Ghadieh, Ali H. Sayed:
Policy Evaluation in Decentralized POMDPs with Belief Sharing. CoRR abs/2302.04151 (2023) - [i128]Ying Cao, Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Multi-Agent Adversarial Training Using Diffusion Learning. CoRR abs/2303.01936 (2023) - [i127]Mert Kayaalp, Yunus Inan, Visa Koivunen, Emre Telatar, Ali H. Sayed:
On the Fusion Strategies for Federated Decision Making. CoRR abs/2303.06109 (2023) - [i126]Ying Cao, Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Decentralized Adversarial Training over Graphs. CoRR abs/2303.13326 (2023) - [i125]Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Compressed Regression over Adaptive Networks. CoRR abs/2304.03638 (2023) - [i124]Ainur Zhaikhan, Ali H. Sayed:
Graph Exploration for Effective Multi-agent Q-Learning. CoRR abs/2304.09547 (2023) - [i123]Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed:
Non-Asymptotic Performance of Social Machine Learning Under Limited Data. CoRR abs/2306.09397 (2023) - [i122]Mert Kayaalp, Ali H. Sayed:
Causal Influences over Social Learning Networks. CoRR abs/2307.09575 (2023) - [i121]Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed:
Social Learning in Community Structured Graphs. CoRR abs/2312.12186 (2023) - 2022
- [j249]Stefano Maranò, Ali H. Sayed:
Decision-making algorithms for learning and adaptation with application to COVID-19 data. Signal Process. 194: 108426 (2022) - [j248]Ali H. Sayed:
2021 IEEE Signal Processing Society General Election Results for President-Elect, Members-at-Large, and Regional Directors-at-Large [Society News]. IEEE Signal Process. Mag. 39(1): 7-15 (2022) - [j247]Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed:
Regularized Diffusion Adaptation via Conjugate Smoothing. IEEE Trans. Autom. Control. 67(5): 2343-2358 (2022) - [j246]Stefan Vlaski, Ali H. Sayed:
Second-Order Guarantees of Stochastic Gradient Descent in Nonconvex Optimization. IEEE Trans. Autom. Control. 67(12): 6489-6504 (2022) - [j245]Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed:
Explainability and Graph Learning From Social Interactions. IEEE Trans. Signal Inf. Process. over Networks 8: 946-959 (2022) - [j244]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Federated Learning Under Importance Sampling. IEEE Trans. Signal Process. 70: 5381-5396 (2022) - [c233]Maha Issa, Roula Nassif, Elsa Rizk, Ali H. Sayed:
Decentralized Semi-supervised Learning over Multitask Graphs. IEEECONF 2022: 419-425 - [c232]Roula Nassif, Stefan Vlaski, Marc Antonini, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Finite Bit Quantization for Decentralized Learning Under Subspace Constraints. EUSIPCO 2022: 1851-1855 - [c231]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Social Learning with Disparate Hypotheses. EUSIPCO 2022: 2171-2175 - [c230]Roula Nassif, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Decentralized Learning in the Presence of Low-Rank Noise. ICASSP 2022: 5667-5671 - [c229]Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Adaptive Diffusion with Compressed Communication. ICASSP 2022: 5672-5676 - [c228]Ping Hu, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Optimal Combination Policies for Adaptive Social Learning. ICASSP 2022: 5842-5846 - [c227]Yunus Inan, Mert Kayaalp, Ali H. Sayed, Emre Telatar:
A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization. ICC 2022: 4824-4829 - [c226]Yunus Inan, Mert Kayaalp, Emre Telatar, Ali H. Sayed:
Social Learning under Randomized Collaborations. ISIT 2022: 115-120 - [c225]Zhuoyue Wang, Flávio R. M. Pavan, Ali H. Sayed:
Decentralized GAN Training Through Diffusion Learning. MLSP 2022: 1-6 - [i120]Yunus Inan, Mert Kayaalp, Emre Telatar, Ali H. Sayed:
Social Learning under Randomized Collaborations. CoRR abs/2201.10957 (2022) - [i119]Mert Kayaalp, Virginia Bordignon, Ali H. Sayed:
Random Information Sharing over Social Networks. CoRR abs/2203.02466 (2022) - [i118]Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed:
Online Graph Learning from Social Interactions. CoRR abs/2203.06007 (2022) - [i117]Ping Hu, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Optimal Aggregation Strategies for Social Learning over Graphs. CoRR abs/2203.07065 (2022) - [i116]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Privatized Graph Federated Learning. CoRR abs/2203.07105 (2022) - [i115]Roula Nassif, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Dencentralized learning in the presence of low-rank noise. CoRR abs/2203.09810 (2022) - [i114]Mert Kayaalp, Yunus Inan, Emre Telatar, Ali H. Sayed:
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference. CoRR abs/2204.13741 (2022) - [i113]Yunus Inan, Mert Kayaalp, Ali H. Sayed, Emre Telatar:
A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization. CoRR abs/2206.12232 (2022) - [i112]Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed:
Quantization for decentralized learning under subspace constraints. CoRR abs/2209.07821 (2022) - [i111]Stefan Vlaski, Soummya Kar, Ali H. Sayed, José M. F. Moura:
Networked Signal and Information Processing. CoRR abs/2210.13767 (2022) - [i110]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Local Graph-homomorphic Processing for Privatized Distributed Systems. CoRR abs/2210.15414 (2022) - [i109]Valentina Shumovskaia, Mert Kayaalp, Mert Cemri, Ali H. Sayed:
Discovering Influencers in Opinion Formation over Social Graphs. CoRR abs/2211.13292 (2022) - [i108]Mert Kayaalp, Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Distributed Bayesian Learning of Dynamic States. CoRR abs/2212.02565 (2022) - 2021
- [j243]Lucas Cassano, Kun Yuan, Ali H. Sayed:
Multiagent Fully Decentralized Value Function Learning With Linear Convergence Rates. IEEE Trans. Autom. Control. 66(4): 1497-1512 (2021) - [j242]Sulaiman A. Alghunaim, Ernest K. Ryu, Kun Yuan, Ali H. Sayed:
Decentralized Proximal Gradient Algorithms With Linear Convergence Rates. IEEE Trans. Autom. Control. 66(6): 2787-2794 (2021) - [j241]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Adaptive Social Learning. IEEE Trans. Inf. Theory 67(9): 6053-6081 (2021) - [j240]Stefan Vlaski, Ali H. Sayed:
Distributed Learning in Non-Convex Environments - Part I: Agreement at a Linear Rate. IEEE Trans. Signal Process. 69: 1242-1256 (2021) - [j239]Stefan Vlaski, Ali H. Sayed:
Distributed Learning in Non-Convex Environments - Part II: Polynomial Escape From Saddle-Points. IEEE Trans. Signal Process. 69: 1257-1270 (2021) - [j238]Stefano Maranò, Ali H. Sayed:
Decision Learning and Adaptation Over Multi-Task Networks. IEEE Trans. Signal Process. 69: 2873-2887 (2021) - [j237]Sheng Zhang, Fenglian Zhang, Hongyang Chen, Ricardo Merched, Ali H. Sayed:
Frequency-Domain Diffusion Adaptation Over Networks. IEEE Trans. Signal Process. 69: 5419-5430 (2021) - [j236]Sulaiman A. Alghunaim, Qi Lyu, Ming Yan, Ali H. Sayed:
Dual Consensus Proximal Algorithm for Multi-Agent Sharing Problems. IEEE Trans. Signal Process. 69: 5568-5579 (2021) - [c224]Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed:
Online Graph Learning from Social Interactions. ACSCC 2021: 1263-1267 - [c223]Lucas Cassano, Ali H. Sayed:
Logical Team Q-learning: An approach towards factored policies in cooperative MARL. AISTATS 2021: 667-675 - [c222]Mert Kayaalp, Stefan Vlaski, Ali H. Sayed:
Distributed Meta-Learning with Networked Agents. EUSIPCO 2021: 1361-1365 - [c221]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Optimal Importance Sampling for Federated Learning. ICASSP 2021: 3095-3099 - [c220]Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Network Classifiers Based on Social Learning. ICASSP 2021: 5185-5189 - [c219]Y. Efe Erginbas, Stefan Vlaski, Ali H. Sayed:
Gramian-Based Adaptive Combination Policies for Diffusion Learning Over Networks. ICASSP 2021: 5215-5219 - [c218]Stefan Vlaski, Ali H. Sayed:
Graph-Homomorphic Perturbations for Private Decentralized Learning. ICASSP 2021: 5240-5244 - [c217]Michele Cirillo, Vincenzo Matta, Ali H. Sayed:
Learning Bollobás-Riordan Graphs Under Partial Observability. ICASSP 2021: 5360-5364 - [c216]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Social Learning Under Inferential Attacks. ICASSP 2021: 5479-5483 - [c215]Elsa Rizk, Ali H. Sayed:
A Graph Federated Architecture with Privacy Preserving Learning. SPAWC 2021: 131-135 - [c214]Stefan Vlaski, Ali H. Sayed:
Competing Adaptive Networks. SSP 2021: 71-75 - [i107]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Deception in Social Learning. CoRR abs/2103.14729 (2021) - [i106]Stefan Vlaski, Ali H. Sayed:
Competing Adaptive Networks. CoRR abs/2103.15664 (2021) - [i105]Elsa Rizk, Ali H. Sayed:
A Graph Federated Architecture with Privacy Preserving Learning. CoRR abs/2104.13215 (2021) - [i104]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Self-aware Social Learning over Graphs. CoRR abs/2110.13292 (2021) - [i103]Mert Kayaalp, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Hidden Markov Modeling over Graphs. CoRR abs/2111.13626 (2021) - [i102]Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Distributed Adaptive Learning Under Communication Constraints. CoRR abs/2112.02129 (2021) - [i101]Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Learning from Heterogeneous Data Based on Social Interactions over Graphs. CoRR abs/2112.09483 (2021) - [i100]Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Vítor H. Nascimento, Ali H. Sayed:
Combinations of Adaptive Filters. CoRR abs/2112.12245 (2021) - 2020
- [j235]Sulaiman A. Alghunaim, Ali H. Sayed:
Linear convergence of primal-dual gradient methods and their performance in distributed optimization. Autom. 117: 109003 (2020) - [j234]Stefan Vlaski, Ali H. Sayed:
Second-order guarantees in centralized, federated and decentralized nonconvex optimization. Commun. Inf. Syst. 20(3): 353-388 (2020) - [j233]Usman A. Khan, Waheed U. Bajwa, Angelia Nedic, Michael G. Rabbat, Ali H. Sayed:
Optimization for Data-Driven Learning and Control. Proc. IEEE 108(11): 1863-1868 (2020) - [j232]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Graph Learning Under Partial Observability. Proc. IEEE 108(11): 2049-2066 (2020) - [j231]Fei Hua, Roula Nassif, Cédric Richard, Haiyan Wang, Ali H. Sayed:
Diffusion LMS With Communication Delays: Stability and Performance Analysis. IEEE Signal Process. Lett. 27: 730-734 (2020) - [j230]Stefan Vlaski, Elsa Rizk, Ali H. Sayed:
Tracking Performance of Online Stochastic Learners. IEEE Signal Process. Lett. 27: 1385-1389 (2020) - [j229]Ali H. Sayed:
If You Cannot Come to Us, We Will Go to You... [President's Message]. IEEE Signal Process. Mag. 37(1): 5-7 (2020) - [j228]Roula Nassif, Stefan Vlaski, Cédric Richard, Jie Chen, Ali H. Sayed:
Multitask Learning Over Graphs: An Approach for Distributed, Streaming Machine Learning. IEEE Signal Process. Mag. 37(3): 14-25 (2020) - [j227]Ali H. Sayed:
Election of Regional Directors-at-Large and Members-at-Large [Society News]. IEEE Signal Process. Mag. 37(5): 6-7 (2020) - [j226]Sulaiman A. Alghunaim, Ali H. Sayed:
Distributed Coupled Multiagent Stochastic Optimization. IEEE Trans. Autom. Control. 65(1): 175-190 (2020) - [j225]Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed:
A Proximal Diffusion Strategy for Multiagent Optimization With Sparse Affine Constraints. IEEE Trans. Autom. Control. 65(11): 4554-4567 (2020) - [j224]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Local Tomography of Large Networks Under the Low-Observability Regime. IEEE Trans. Inf. Theory 66(1): 587-613 (2020) - [j223]Fei Hua, Roula Nassif, Cédric Richard, Haiyan Wang, Ali H. Sayed:
Online Distributed Learning Over Graphs With Multitask Graph-Filter Models. IEEE Trans. Signal Inf. Process. over Networks 6: 63-77 (2020) - [j222]Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen, Ali H. Sayed:
Convex Combination of Diffusion Strategies Over Networks. IEEE Trans. Signal Inf. Process. over Networks 6: 714-731 (2020) - [j221]Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Adaptation and Learning Over Networks Under Subspace Constraints - Part I: Stability Analysis. IEEE Trans. Signal Process. 68: 1346-1360 (2020) - [j220]Bicheng Ying, Kun Yuan, Ali H. Sayed:
Variance-Reduced Stochastic Learning Under Random Reshuffling. IEEE Trans. Signal Process. 68: 1390-1408 (2020) - [j219]Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen, Ali H. Sayed:
Affine Combination of Diffusion Strategies Over Networks. IEEE Trans. Signal Process. 68: 2087-2104 (2020) - [j218]Xianghui Mao, Kun Yuan, Yubin Hu, Yuantao Gu, Ali H. Sayed, Wotao Yin:
Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. IEEE Trans. Signal Process. 68: 2513-2528 (2020) - [j217]Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Adaptation and Learning Over Networks Under Subspace Constraints - Part II: Performance Analysis. IEEE Trans. Signal Process. 68: 2948-2962 (2020) - [j216]Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed:
On the Influence of Bias-Correction on Distributed Stochastic Optimization. IEEE Trans. Signal Process. 68: 4352-4367 (2020) - [c213]Stefan Vlaski, Elsa Rizk, Ali H. Sayed:
Second-Order Guarantees in Federated Learning. ACSSC 2020: 915-922 - [c212]Sulaiman A. Alghunaim, Ming Yan, Ali H. Sayed:
A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features. EUSIPCO 2020: 2095-2099 - [c211]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Adaptation in Online Social Learning. EUSIPCO 2020: 2170-2174 - [c210]Stefano Maranò, Ali H. Sayed:
Adaptation and Learning in Multi-Task Decision Systems. ICASSP 2020: 5525-5529 - [c209]Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed:
Learning Graph Influence from Social Interactions. ICASSP 2020: 5535-5539 - [c208]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Social Learning with Partial Information Sharing. ICASSP 2020: 5540-5544 - [c207]Stefan Vlaski, Ali H. Sayed:
Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex Optimization. ICASSP 2020: 8589-8593 - [c206]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Dynamic Federated Learning. SPAWC 2020: 1-5 - [i99]Roula Nassif, Stefan Vlaski, Cédric Richard, Jie Chen, Ali H. Sayed:
Multitask learning over graphs. CoRR abs/2001.02112 (2020) - [i98]Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen, Ali H. Sayed:
Affine Combination of Diffusion Strategies over Networks. CoRR abs/2002.03209 (2020) - [i97]Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed:
Learning Graph Influence from Social Interactions. CoRR abs/2002.04946 (2020) - [i96]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Dynamic Federated Learning. CoRR abs/2002.08782 (2020) - [i95]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Adaptation in Online Social Learning. CoRR abs/2003.01948 (2020) - [i94]Stefan Vlaski, Ali H. Sayed:
Second-Order Guarantees in Centralized, Federated and Decentralized Nonconvex Optimization. CoRR abs/2003.14366 (2020) - [i93]Stefan Vlaski, Elsa Rizk, Ali H. Sayed:
Tracking Performance of Online Stochastic Learners. CoRR abs/2004.01942 (2020) - [i92]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Adaptive Social Learning. CoRR abs/2004.02494 (2020) - [i91]Lucas Cassano, Ali H. Sayed:
Logical Team Q-learning: An approach towards factored policies in cooperative MARL. CoRR abs/2006.03553 (2020) - [i90]Sulaiman A. Alghunaim, Ming Yan, Ali H. Sayed:
A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features. CoRR abs/2006.08722 (2020) - [i89]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Social Learning with Partial Information Sharing. CoRR abs/2006.13659 (2020) - [i88]Mert Kayaalp, Stefan Vlaski, Ali H. Sayed:
Dif-MAML: Decentralized Multi-Agent Meta-Learning. CoRR abs/2010.02870 (2020) - [i87]Stefan Vlaski, Ali H. Sayed:
Graph-Homomorphic Perturbations for Private Decentralized Learning. CoRR abs/2010.12288 (2020) - [i86]Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Network Classifiers Based on Social Learning. CoRR abs/2010.12306 (2020) - [i85]Y. Efe Erginbas, Stefan Vlaski, Ali H. Sayed:
Gramian-Based Adaptive Combination Policies for Diffusion Learning over Networks. CoRR abs/2010.13104 (2020) - [i84]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Optimal Importance Sampling for Federated Learning. CoRR abs/2010.13600 (2020) - [i83]Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed:
Social learning under inferential attacks. CoRR abs/2010.13660 (2020) - [i82]Stefan Vlaski, Elsa Rizk, Ali H. Sayed:
Second-Order Guarantees in Federated Learning. CoRR abs/2012.01474 (2020) - [i81]Elsa Rizk, Stefan Vlaski, Ali H. Sayed:
Federated Learning under Importance Sampling. CoRR abs/2012.07383 (2020) - [i80]Stefano Maranò, Ali H. Sayed:
Decision-Making Algorithms for Learning and Adaptation with Application to COVID-19 Data. CoRR abs/2012.07844 (2020)
2010 – 2019
- 2019
- [j215]Sahar Khawatmi, Abdelhak M. Zoubir, Ali H. Sayed:
Decentralized Decision-Making Over Multi-Task Networks. Signal Process. 160: 229-236 (2019) - [j214]Roula Nassif, Stefan Vlaski, Cédric Richard, Ali H. Sayed:
A Regularization Framework for Learning Over Multitask Graphs. IEEE Signal Process. Lett. 26(2): 297-301 (2019) - [j213]Ali H. Sayed:
Dynamite, Electricity, and Nobel's World [President's Message]. IEEE Signal Process. Mag. 36(1): 4-6 (2019) - [j212]Ali H. Sayed:
Quantum Leaps [President's Message]. IEEE Signal Process. Mag. 36(2): 5-7 (2019) - [j211]Ali H. Sayed:
People's Needs or People's Greed [President's Message]. IEEE Signal Process. Mag. 36(3): 6-8 (2019) - [j210]Ali H. Sayed:
Informing the Misinformed [President's Message]. IEEE Signal Process. Mag. 36(4): 5-7 (2019) - [j209]Ali H. Sayed:
Losing Your Mind [President's Message]. IEEE Signal Process. Mag. 36(5): 5-7 (2019) - [j208]Ali H. Sayed:
"Guilty of the Good We Did Not Do" [President's Message]. IEEE Signal Process. Mag. 36(6): 5-7 (2019) - [j207]Vincenzo Matta, Ali H. Sayed:
Consistent Tomography Under Partial Observations Over Adaptive Networks. IEEE Trans. Inf. Theory 65(1): 622-646 (2019) - [j206]Stefano Maranò, Ali H. Sayed:
Detection Under One-Bit Messaging Over Adaptive Networks. IEEE Trans. Inf. Theory 65(10): 6519-6538 (2019) - [j205]Bicheng Ying, Kun Yuan, Ali H. Sayed:
Dynamic Average Diffusion With Randomized Coordinate Updates. IEEE Trans. Signal Inf. Process. over Networks 5(4): 753-767 (2019) - [j204]Kun Yuan, Bicheng Ying, Jiageng Liu, Ali H. Sayed:
Variance-Reduced Stochastic Learning by Networked Agents Under Random Reshuffling. IEEE Trans. Signal Process. 67(2): 351-366 (2019) - [j203]Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed:
Stochastic Learning Under Random Reshuffling With Constant Step-Sizes. IEEE Trans. Signal Process. 67(2): 474-489 (2019) - [j202]Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed:
Exact Diffusion for Distributed Optimization and Learning - Part I: Algorithm Development. IEEE Trans. Signal Process. 67(3): 708-723 (2019) - [j201]Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed:
Exact Diffusion for Distributed Optimization and Learning - Part II: Convergence Analysis. IEEE Trans. Signal Process. 67(3): 724-739 (2019) - [j200]Bicheng Ying, Kun Yuan, Ali H. Sayed:
Supervised Learning Under Distributed Features. IEEE Trans. Signal Process. 67(4): 977-992 (2019) - [c205]Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Distributed Learning over Networks under Subspace Constraints. ACSSC 2019: 194-198 - [c204]Stefan Vlaski, Ali H. Sayed:
Polynomial Escape-Time from Saddle Points in Distributed Non-Convex Optimization. CAMSAP 2019: 171-175 - [c203]Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed:
On the Performance of Exact Diffusion over Adaptive Networks. CDC 2019: 4898-4903 - [c202]Lucas Cassano, Kun Yuan, Ali H. Sayed:
Distributed Value-Function Learning with Linear Convergence Rates. ECC 2019: 505-511 - [c201]Ricardo Merched, Stefan Vlaski, Ali H. Sayed:
Enhanced Diffusion Learning Over Networks. EUSIPCO 2019: 1-5 - [c200]Lucas Cassano, Sulaiman A. Alghunaim, Ali H. Sayed:
Team Policy Learning for Multi-agent Reinforcement Learning. ICASSP 2019: 3062-3066 - [c199]Kun Yuan, Bicheng Ying, Ali H. Sayed:
COVER: A Cluster-based Variance Reduced Method for Online Learning. ICASSP 2019: 3102-3106 - [c198]Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Distributed Inference over Networks under Subspace Constraints. ICASSP 2019: 5232-5236 - [c197]Stefan Vlaski, Ali H. Sayed:
Diffusion Learning in Non-convex Environments. ICASSP 2019: 5262-5266 - [c196]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Exponential Collapse of Social Beliefs over Weakly-connected Heterogeneous Networks. ICASSP 2019: 5267-5271 - [c195]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Graph Learning with Partial Observations: Role of Degree Concentration. ISIT 2019: 1312-1316 - [c194]Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed:
A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization. NeurIPS 2019: 2844-2854 - [i79]Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed:
On the Performance of Exact Diffusion over Adaptive Networks. CoRR abs/1903.10956 (2019) - [i78]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity? CoRR abs/1904.02963 (2019) - [i77]Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed:
A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization. CoRR abs/1905.07996 (2019) - [i76]Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Adaptation and learning over networks under subspace constraints. CoRR abs/1905.08750 (2019) - [i75]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Topology Inference over Networks with Nonlinear Coupling. CoRR abs/1906.09029 (2019) - [i74]Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Adaptation and learning over networks under subspace constraints - Part II: Performance Analysis. CoRR abs/1906.12250 (2019) - [i73]Stefan Vlaski, Ali H. Sayed:
Distributed Learning in Non-Convex Environments - Part I: Agreement at a Linear Rate. CoRR abs/1907.01848 (2019) - [i72]Stefan Vlaski, Ali H. Sayed:
Distributed Learning in Non-Convex Environments - Part II: Polynomial Escape from Saddle-Points. CoRR abs/1907.01849 (2019) - [i71]Stefan Vlaski, Ali H. Sayed:
Second-Order Guarantees of Stochastic Gradient Descent in Non-Convex Optimization. CoRR abs/1908.07023 (2019) - [i70]Lucas Cassano, Ali H. Sayed:
ISL: Optimal Policy Learning With Optimal Exploration-Exploitation Trade-Off. CoRR abs/1909.06293 (2019) - [i69]Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed:
Regularized Diffusion Adaptation via Conjugate Smoothing. CoRR abs/1909.09417 (2019) - [i68]Stefan Vlaski, Ali H. Sayed:
Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex Optimization. CoRR abs/1910.13852 (2019) - [i67]Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Social Learning with Partial Information Sharing. CoRR abs/1910.13889 (2019) - [i66]Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed:
Interplay between Topology and Social Learning over Weak Graphs. CoRR abs/1910.13905 (2019) - [i65]Elsa Rizk, Roula Nassif, Ali H. Sayed:
Network Classifiers With Output Smoothing. CoRR abs/1911.04870 (2019) - [i64]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Inverse Graph Learning over Optimization Networks. CoRR abs/1912.08465 (2019) - 2018
- [j199]Bicheng Ying, Ali H. Sayed:
Performance limits of stochastic sub-gradient learning, part II: Multi-agent case. Signal Process. 144: 253-264 (2018) - [j198]Bicheng Ying, Ali H. Sayed:
Performance limits of stochastic sub-gradient learning, Part I: Single agent case. Signal Process. 144: 271-282 (2018) - [j197]Ali H. Sayed:
Big Ideas or Big Data? [President's Message]. IEEE Signal Process. Mag. 35(2): 5-6 (2018) - [j196]Ali H. Sayed:
Galileo, Fourier, and Openness in Science [President's Message]. IEEE Signal Process. Mag. 35(3): 6-8 (2018) - [j195]Ali H. Sayed:
Intelligent Machines and the Planet of the Apes [President's Message]. IEEE Signal Process. Mag. 35(4): 5-7 (2018) - [j194]Ali H. Sayed:
Science Is Blind [President's Message]. IEEE Signal Process. Mag. 35(5): 4-6 (2018) - [j193]Ali H. Sayed:
Twinkle, Twinkle, Little Star [President's Message]. IEEE Signal Process. Mag. 35(6): 5-7 (2018) - [j192]Tianyu Wu, Kun Yuan, Qing Ling, Wotao Yin, Ali H. Sayed:
Decentralized Consensus Optimization With Asynchrony and Delays. IEEE Trans. Signal Inf. Process. over Networks 4(2): 293-307 (2018) - [j191]Chengcheng Wang, Yonggang Zhang, Bicheng Ying, Ali H. Sayed:
Coordinate-Descent Diffusion Learning by Networked Agents. IEEE Trans. Signal Process. 66(2): 352-367 (2018) - [c193]Fei Hua, Roula Nassif, Cédric Richard, Haiyan Wang, Ali H. Sayed:
Decentralized clustering for node-variant graph filtering with graph diffusion LMS. ACSSC 2018: 1418-1422 - [c192]Vincenzo Matta, Augusto Santos, Ali H. Sayed:
Tomography of Large Adaptive Networks under the Dense Latent Regime : Invited Paper. ACSSC 2018: 2144-2148 - [c191]Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed:
Dual Coupled Diffusion for Distributed Optimization with Affine Constraints. CDC 2018: 829-834 - [c190]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Divide-and-Conquer Tomography for Large-Scale Networks. DSW 2018: 170-174 - [c189]Bicheng Ying, Kun Yuan, Ali H. Sayed:
An Exponentially Convergent Algorithm for Learning Under Distributed Features. DSW 2018: 185-189 - [c188]Stefan Vlaski, Hermina Petric Maretic, Roula Nassif, Pascal Frossard, Ali H. Sayed:
Online Graph Learning from Sequential Data. DSW 2018: 190-194 - [c187]Fei Hua, Roula Nassif, Cédric Richard, Haiyan Wang, Ali H. Sayed:
A Preconditioned Graph Diffusion LMS for Adaptive Graph Signal Processing. EUSIPCO 2018: 111-115 - [c186]Stefano Maranò, Ali H. Sayed:
Decisions Under Binary Messaging Over Adaptive Networks. EUSIPCO 2018: 410-414 - [c185]Kun Yuan, Bicheng Ying, Ali H. Sayed:
Efficient Variance-Reduced Learning Over Multi-Agent Networks. EUSIPCO 2018: 415-419 - [c184]Bicheng Ying, Kun Yuan, Ali H. Sayed:
Convergence of Variance-Reduced Learning Under Random Reshuffling. ICASSP 2018: 2286-2290 - [c183]Roula Nassif, Cédric Richard, Jie Chen, Ali H. Sayed:
Distributed Diffusion Adaptation Over Graph Signals. ICASSP 2018: 4129-4133 - [c182]Sulaiman A. Alghunaim, Ali H. Sayed:
Distributed Coupled Learning Over Adaptive Networks. ICASSP 2018: 6353-6357 - [c181]Vincenzo Matta, Ali H. Sayed:
Tomography of Adaptive Multi-Agent Networks Under Limited Observation. ICASSP 2018: 6638-6642 - [c180]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Consistent Tomography over Diffusion Networks under the Low-Observability Regime. ISIT 2018: 1839-1843 - [c179]Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Distributed Inference Over Multitask Graphs Under Smoothness. SPAWC 2018: 1-5 - [i63]Hawraa Salami, Bicheng Ying, Ali H. Sayed:
Belief Control Strategies for Interactions over Weak Graphs. CoRR abs/1801.05479 (2018) - [i62]Stefano Maranò, Ali H. Sayed:
Detection under One-Bit Messaging over Adaptive Networks. CoRR abs/1803.06725 (2018) - [i61]Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed:
Stochastic Learning under Random Reshuffling. CoRR abs/1803.07964 (2018) - [i60]Wotao Yin, Xianghui Mao, Kun Yuan, Yuantao Gu, Ali H. Sayed:
A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. CoRR abs/1804.06568 (2018) - [i59]Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Learning over Multitask Graphs - Part I: Stability Analysis. CoRR abs/1805.08535 (2018) - [i58]Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Learning over Multitask Graphs - Part II: Performance Analysis. CoRR abs/1805.08547 (2018) - [i57]Augusto Santos, Vincenzo Matta, Ali H. Sayed:
Local Tomography of Large Networks under the Low-Observability Regime. CoRR abs/1805.09081 (2018) - [i56]Bicheng Ying, Kun Yuan, Ali H. Sayed:
Learning Under Distributed Features. CoRR abs/1805.11384 (2018) - [i55]Hadi G. Ghauch, Mikael Skoglund, Hossein Shokri Ghadikolaei, Carlo Fischione, Ali H. Sayed:
Learning Kolmogorov Models for Binary Random Variables. CoRR abs/1806.02322 (2018) - [i54]Lucas Cassano, Kun Yuan, Ali H. Sayed:
Multi-Agent Fully Decentralized Off-Policy Learning with Linear Convergence Rates. CoRR abs/1810.07792 (2018) - [i53]Bicheng Ying, Kun Yuan, Ali H. Sayed:
Dynamic Average Diffusion with randomized Coordinate Updates. CoRR abs/1810.08901 (2018) - [i52]Sahar Khawatmi, Abdelhak M. Zoubir, Ali H. Sayed:
Decentralized Decision-Making Over Multi-Task Networks. CoRR abs/1812.08843 (2018) - 2017
- [j190]Jie Chen, Cédric Richard, Ali H. Sayed:
Multitask Diffusion Adaptation Over Networks With Common Latent Representations. IEEE J. Sel. Top. Signal Process. 11(3): 563-579 (2017) - [j189]Hawraa Salami, Bicheng Ying, Ali H. Sayed:
Social Learning Over Weakly Connected Graphs. IEEE Trans. Signal Inf. Process. over Networks 3(2): 222-238 (2017) - [j188]Sahar Khawatmi, Ali H. Sayed, Abdelhak M. Zoubir:
Decentralized Clustering and Linking by Networked Agents. IEEE Trans. Signal Process. 65(13): 3526-3537 (2017) - [j187]Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed:
Distributed Learning for Stochastic Generalized Nash Equilibrium Problems. IEEE Trans. Signal Process. 65(15): 3893-3908 (2017) - [j186]Sara Al-Sayed, Abdelhak M. Zoubir, Ali H. Sayed:
Robust Distributed Estimation by Networked Agents. IEEE Trans. Signal Process. 65(15): 3909-3921 (2017) - [j185]Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed:
Diffusion LMS for Multitask Problems With Local Linear Equality Constraints. IEEE Trans. Signal Process. 65(19): 4979-4993 (2017) - [c178]Roula Nassif, Cédric Richard, Jie Chen, Ali H. Sayed:
A graph diffusion LMS strategy for adaptive graph signal processing. ACSSC 2017: 1973-1976 - [c177]Sulaiman A. Alghunaim, Kun Yuan, Ali H. Sayed:
Decentralized exact coupled optimization. Allerton 2017: 338-345 - [c176]Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed:
Exact diffusion strategy for optimization by networked agents. EUSIPCO 2017: 141-145 - [c175]Chengcheng Wang, Yonggang Zhang, Bicheng Ying, Ali H. Sayed:
Coordinate-descent adaptation over networks. EUSIPCO 2017: 2284-2288 - [c174]Bicheng Ying, Ali H. Sayed:
Diffusion gradient boosting for networked learning. ICASSP 2017: 2512-2516 - [c173]Chung-Kai Yu, Ali H. Sayed:
Learning by networked agents under partial information. ICASSP 2017: 3874-3878 - [c172]Hawraa Salami, Ali H. Sayed:
Belief control strategies for interactions over weak graphs. ICASSP 2017: 4232-4236 - [c171]Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed:
On the performance of random reshuffling in stochastic learning. ITA 2017: 1-5 - [c170]Sina Basir-Kazeruni, Stefan Vlaski, Hawraa Salami, Ali H. Sayed, Dejan Markovic:
A blind Adaptive Stimulation Artifact Rejection (ASAR) engine for closed-loop implantable neuromodulation systems. NER 2017: 186-189 - [i51]Jie Chen, Cédric Richard, Ali H. Sayed:
Multitask diffusion adaptation over networks with common latent representations. CoRR abs/1702.03614 (2017) - [i50]Bicheng Ying, Ali H. Sayed:
Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case. CoRR abs/1704.06025 (2017) - [i49]Vincenzo Matta, Ali H. Sayed:
Consistent Tomography under Partial Observations over Adaptive Networks. CoRR abs/1707.06444 (2017) - [i48]Bicheng Ying, Kun Yuan, Ali H. Sayed:
Convergence of Variance-Reduced Stochastic Learning under Random Reshuffling. CoRR abs/1708.01383 (2017) - [i47]Kun Yuan, Bicheng Ying, Ali H. Sayed:
Efficient Variance-Reduced Learning for Fully Decentralized On-Device Intelligence. CoRR abs/1708.01384 (2017) - 2016
- [j184]Kun Yuan, Bicheng Ying, Ali H. Sayed:
On the Influence of Momentum Acceleration on Online Learning. J. Mach. Learn. Res. 17: 192:1-192:66 (2016) - [j183]Jerónimo Arenas-García, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Vítor H. Nascimento, Ali H. Sayed:
Combinations of Adaptive Filters: Performance and convergence properties. IEEE Signal Process. Mag. 33(1): 120-140 (2016) - [j182]Bicheng Ying, Ali H. Sayed:
Information Exchange and Learning Dynamics Over Weakly Connected Adaptive Networks. IEEE Trans. Inf. Theory 62(3): 1396-1414 (2016) - [j181]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime. IEEE Trans. Inf. Theory 62(8): 4710-4732 (2016) - [j180]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Excess-Risk of Distributed Stochastic Learners. IEEE Trans. Inf. Theory 62(10): 5753-5785 (2016) - [j179]Reza Abdolee, Benoît Champagne, Ali H. Sayed:
Diffusion Adaptation over Multi-Agent Networks with Wireless Link Impairments. IEEE Trans. Mob. Comput. 15(6): 1362-1376 (2016) - [j178]Mohammad Reza Gholami, Magnus Jansson, Erik G. Ström, Ali H. Sayed:
Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data. IEEE Trans. Signal Inf. Process. over Networks 2(3): 276-289 (2016) - [j177]Vincenzo Matta, Cédric Richard, Venkatesh Saligrama, Ali H. Sayed:
Guest Editorial Inference and Learning over Networks. IEEE Trans. Signal Inf. Process. over Networks 2(4): 423-425 (2016) - [j176]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. IEEE Trans. Signal Inf. Process. over Networks 2(4): 442-460 (2016) - [j175]Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed:
Multitask Diffusion Adaptation Over Asynchronous Networks. IEEE Trans. Signal Process. 64(11): 2835-2850 (2016) - [j174]Sara Al-Sayed, Abdelhak M. Zoubir, Ali H. Sayed:
Robust Adaptation in Impulsive Noise. IEEE Trans. Signal Process. 64(11): 2851-2865 (2016) - [j173]Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed:
Proximal Multitask Learning Over Networks With Sparsity-Inducing Coregularization. IEEE Trans. Signal Process. 64(23): 6329-6344 (2016) - [c169]Tianyu Wu, Kun Yuan, Qing Ling, Wotao Yin, Ali H. Sayed:
Decentralized consensus optimization with asynchrony and delays. ACSSC 2016: 992-996 - [c168]Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed:
Distributed learning over multitask networks with linearly related tasks. ACSSC 2016: 1390-1394 - [c167]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Detection over diffusion networks: Asymptotic tools for performance prediction and simulation. EUSIPCO 2016: 1503-1507 - [c166]Bicheng Ying, Kun Yuan, Ali H. Sayed:
Online dual coordinate ascent learning. EUSIPCO 2016: 1793-1797 - [c165]Stefan Vlaski, Bicheng Ying, Ali H. Sayed:
The brain strategy for online learning. GlobalSIP 2016: 1285-1289 - [c164]Hawraa Salami, Bicheng Ying, Ali H. Sayed:
Diffusion social learning over weakly-connected graphs. ICASSP 2016: 4119-4123 - [c163]Stefan Vlaski, Lieven Vandenberghe, Ali H. Sayed:
Diffusion stochastic optimization with non-smooth regularizers. ICASSP 2016: 4149-4153 - [c162]Roula Nassif, Cédric Richard, Jie Chen, André Ferrari, Ali H. Sayed:
Diffusion LMS over multitask networks with noisy links. ICASSP 2016: 4583-4587 - [c161]Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed:
Adaptive learning for stochastic generalized Nash equilibrium problems. ICASSP 2016: 4840-4844 - [c160]Bicheng Ying, Ali H. Sayed:
Performance limits of single-agent and multi-agent sub-gradient stochastic learning. ICASSP 2016: 4905-4909 - [c159]Kun Yuan, Bicheng Ying, Ali H. Sayed:
On the influence of momentum acceleration on online learning. ICASSP 2016: 4915-4919 - [c158]Jie Chen, Shang-Kee Ting, Cédric Richard, Ali H. Sayed:
Group diffusion LMS. ICASSP 2016: 4925-4929 - [c157]Kun Yuan, Bicheng Ying, Stefan Vlaski, Ali H. Sayed:
Stochastic gradient descent with finite samples sizes. MLSP 2016: 1-6 - [i46]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Distributed Detection over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. CoRR abs/1601.07011 (2016) - [i45]Bicheng Ying, Kun Yuan, Ali H. Sayed:
Online Dual Coordinate Ascent Learning. CoRR abs/1602.07630 (2016) - [i44]Kun Yuan, Bicheng Ying, Ali H. Sayed:
On the Influence of Momentum Acceleration on Online Learning. CoRR abs/1603.04136 (2016) - [i43]Chengcheng Wang, Yonggang Zhang, Bicheng Ying, Ali H. Sayed:
Coordinate-Descent Diffusion Learning by Networked Agents. CoRR abs/1607.01838 (2016) - [i42]Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed:
Distributed Learning for Stochastic Generalized Nash Equilibrium Problems. CoRR abs/1608.00039 (2016) - [i41]Hawraa Salami, Bicheng Ying, Ali H. Sayed:
Social Learning over Weakly-Connected Graphs. CoRR abs/1609.03703 (2016) - [i40]Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed:
Diffusion LMS for Multitask Problems with Local Linear Equality Constraints. CoRR abs/1610.02943 (2016) - [i39]Sahar Khawatmi, Ali H. Sayed, Abdelhak M. Zoubir:
Decentralized Clustering and Linking by Networked Agents. CoRR abs/1610.09112 (2016) - [i38]Tianyu Wu, Kun Yuan, Qing Ling, Wotao Yin, Ali H. Sayed:
Decentralized Consensus Optimization with Asynchrony and Delays. CoRR abs/1612.00150 (2016) - 2015
- [j172]Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed:
Distributed Policy Evaluation Under Multiple Behavior Strategies. IEEE Trans. Autom. Control. 60(5): 1260-1274 (2015) - [j171]Jianshu Chen, Ali H. Sayed:
On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis. IEEE Trans. Inf. Theory 61(6): 3487-3517 (2015) - [j170]Jianshu Chen, Ali H. Sayed:
On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis. IEEE Trans. Inf. Theory 61(6): 3518-3548 (2015) - [j169]Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed:
Information-Sharing Over Adaptive Networks With Self-Interested Agents. IEEE Trans. Signal Inf. Process. over Networks 1(1): 2-19 (2015) - [j168]Xiaochuan Zhao, Ali H. Sayed:
Asynchronous Adaptation and Learning Over Networks - Part I: Modeling and Stability Analysis. IEEE Trans. Signal Process. 63(4): 811-826 (2015) - [j167]Xiaochuan Zhao, Ali H. Sayed:
Asynchronous Adaptation and Learning Over Networks - Part II: Performance Analysis. IEEE Trans. Signal Process. 63(4): 827-842 (2015) - [j166]Xiaochuan Zhao, Ali H. Sayed:
Asynchronous Adaptation and Learning Over Networks - Part III: Comparison Analysis. IEEE Trans. Signal Process. 63(4): 843-858 (2015) - [j165]Jianshu Chen, Zaid J. Towfic, Ali H. Sayed:
Dictionary Learning Over Distributed Models. IEEE Trans. Signal Process. 63(4): 1001-1016 (2015) - [j164]Jie Chen, Cédric Richard, Ali H. Sayed:
Diffusion LMS Over Multitask Networks. IEEE Trans. Signal Process. 63(11): 2733-2748 (2015) - [j163]Zaid J. Towfic, Ali H. Sayed:
Stability and Performance Limits of Adaptive Primal-Dual Networks. IEEE Trans. Signal Process. 63(11): 2888-2903 (2015) - [j162]Xiaochuan Zhao, Ali H. Sayed:
Distributed Clustering and Learning Over Networks. IEEE Trans. Signal Process. 63(13): 3285-3300 (2015) - [c156]Jie Chen, Cédric Richard, Ali H. Sayed:
Adaptive clustering for multitask diffusion networks. EUSIPCO 2015: 200-204 - [c155]Sahar Khawatmi, Abdelhak M. Zoubir, Ali H. Sayed:
Decentralized clustering over adaptive networks. EUSIPCO 2015: 2696-2700 - [c154]Stefan Vlaski, Ali H. Sayed:
Proximal diffusion for stochastic costs with non-differentiable regularizers. ICASSP 2015: 3352-3356 - [c153]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Exact asymptotics of distributed detection over adaptive networks. ICASSP 2015: 3377-3381 - [c152]Zaid J. Towfic, Ali H. Sayed:
Distributed primal strategies outperform primal-dual strategies over adaptive networks. ICASSP 2015: 3497-3501 - [c151]Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed:
Multitask diffusion LMS with sparsity-based regularization. ICASSP 2015: 3516-3520 - [c150]Bicheng Ying, Ali H. Sayed:
Learning by weakly-connected adaptive agents. ICASSP 2015: 5788-5792 - [c149]Sadaf Monajemi, Saeid Sanei, Sim Heng Ong, Ali H. Sayed:
Adaptive regularized diffusion adaptation over multitask networks. MLSP 2015: 1-5 - [i37]Reza Abdolee, Benoît Champagne, Ali H. Sayed:
Diffusion Adaptation over Multi-Agent Networks with Wireless Link Impairments. CoRR abs/1507.05228 (2015) - [i36]Reza Abdolee, Benoît Champagne, Ali H. Sayed:
Estimation of Space-Time Varying Parameters Using a Diffusion LMS Algorithm. CoRR abs/1507.05233 (2015) - [i35]Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed:
Proximal Multitask Learning over Networks with Sparsity-inducing Coregularization. CoRR abs/1509.01360 (2015) - [i34]Bicheng Ying, Ali H. Sayed:
Performance Limits of Online Stochastic Sub-Gradient Learning. CoRR abs/1511.07902 (2015) - [i33]Ali H. Sayed, Xiaochuan Zhao:
Asynchronous adaptive networks. CoRR abs/1511.09180 (2015) - 2014
- [j161]Ali H. Sayed:
Adaptation, Learning, and Optimization over Networks. Found. Trends Mach. Learn. 7(4-5): 311-801 (2014) - [j160]Ali H. Sayed:
Adaptive Networks. Proc. IEEE 102(4): 460-497 (2014) - [j159]Ali H. Sayed:
Impact of Networked Cognition and Learning on Engineered Systems [Further Thoughts]. Proc. IEEE 102(4): 498-499 (2014) - [j158]Reza Abdolee, Benoît Champagne, Ali H. Sayed:
Estimation of Space-Time Varying Parameters Using a Diffusion LMS Algorithm. IEEE Trans. Signal Process. 62(2): 403-418 (2014) - [j157]Sheng-Yuan Tu, Ali H. Sayed:
Distributed Decision-Making Over Adaptive Networks. IEEE Trans. Signal Process. 62(5): 1054-1069 (2014) - [j156]Zaid J. Towfic, Ali H. Sayed:
Adaptive Penalty-Based Distributed Stochastic Convex Optimization. IEEE Trans. Signal Process. 62(15): 3924-3938 (2014) - [j155]Jie Chen, Cédric Richard, Ali H. Sayed:
Multitask Diffusion Adaptation Over Networks. IEEE Trans. Signal Process. 62(16): 4129-4144 (2014) - [c148]Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed:
Performance analysis of multitask diffusion adaptation over asynchronous networks. ACSSC 2014: 788-792 - [c147]Jianshu Chen, Zaid J. Towfic, Ali H. Sayed:
Online dictionary learning over distributed models. ICASSP 2014: 3874-3878 - [c146]Jie Chen, Cédric Richard, Ali H. Sayed:
Diffusion LMS for clustered multitask networks. ICASSP 2014: 5487-5491 - [c145]Paolo Braca, Stefano Maranò, Vincenzo Matta, Ali H. Sayed:
Large deviations analysis of adaptive distributed detection. ICASSP 2014: 6112-6116 - [c144]Jesus Fernandez-Bes, Jerónimo Arenas-García, Ali H. Sayed:
Adjustment of combination weights over adaptive diffusion networks. ICASSP 2014: 6409-6413 - [c143]Sara Al-Sayed, Abdelhak M. Zoubir, Ali H. Sayed:
Robust distributed detection over adaptive diffusion networks. ICASSP 2014: 7233-7237 - [c142]Jie Chen, Cédric Richard, Alfred O. Hero III, Ali H. Sayed:
Diffusion LMS for multitask problems with overlapping hypothesis subspaces. MLSP 2014: 1-6 - [c141]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Dictionary learning over large distributed models via dual-ADMM strategies. MLSP 2014: 1-6 - [i32]Paolo Braca, Stefano Maranò, Vincenzo Matta, Ali H. Sayed:
Asymptotic Performance of Adaptive Distributed Detection over Networks. CoRR abs/1401.5742 (2014) - [i31]Jianshu Chen, Zaid J. Towfic, Ali H. Sayed:
Dictionary Learning over Distributed Models. CoRR abs/1402.1515 (2014) - [i30]Jie Chen, Cédric Richard, Ali H. Sayed:
Diffusion LMS over Multitask Networks. CoRR abs/1404.6813 (2014) - [i29]Zaid J. Towfic, Ali H. Sayed:
Stability and Performance Limits of Adaptive Primal-Dual Networks. CoRR abs/1408.3693 (2014) - [i28]Xiaochuan Zhao, Ali H. Sayed:
Distributed Clustering and Learning Over Networks. CoRR abs/1409.6111 (2014) - [i27]Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed:
Information-Sharing over Adaptive Networks with Self-interested Agents. CoRR abs/1412.1468 (2014) - [i26]Bicheng Ying, Ali H. Sayed:
Information Exchange and Learning Dynamics over Weakly-Connected Adaptive Networks. CoRR abs/1412.1523 (2014) - [i25]Roula Nassif, Cédric Richard, André Ferrari, Ali H. Sayed:
Multitask diffusion adaptation over asynchronous networks. CoRR abs/1412.1798 (2014) - [i24]Mohammad Reza Gholami, Magnus Jansson, Erik G. Ström, Ali H. Sayed:
Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data. CoRR abs/1412.2817 (2014) - 2013
- [j154]Yong-Jun Shin, Kai-Yuan Chen, Ali H. Sayed, Brandon Hencey, Xiling Shen:
Post-translational regulation enables robust p53 regulation. BMC Syst. Biol. 7: 83 (2013) - [j153]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
On distributed online classification in the midst of concept drifts. Neurocomputing 112: 138-152 (2013) - [j152]Ali H. Sayed, Sergio Barbarossa, Sergios Theodoridis, Isao Yamada:
Introduction to the issue on adaptation and learning over complex networks. IEEE J. Sel. Top. Signal Process. 7(2): 161-162 (2013) - [j151]Jianshu Chen, Ali H. Sayed:
Distributed Pareto Optimization via Diffusion Strategies. IEEE J. Sel. Top. Signal Process. 7(2): 205-220 (2013) - [j150]Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed:
Distributed Spectrum Estimation for Small Cell Networks Based on Sparse Diffusion Adaptation. IEEE Signal Process. Lett. 20(12): 1261-1265 (2013) - [j149]Ali H. Sayed, Sergio Barbarossa, Sergios Theodoridis, Isao Yamada:
Adaptation and Learning over Complex Networks [From the Guest Editors]. IEEE Signal Process. Mag. 30(3): 14-15 (2013) - [j148]Ali H. Sayed, Sheng-Yuan Tu, Jianshu Chen, Xiaochuan Zhao, Zaid J. Towfic:
Diffusion Strategies for Adaptation and Learning over Networks: An Examination of Distributed Strategies and Network Behavior. IEEE Signal Process. Mag. 30(3): 155-171 (2013) - [j147]Sheng-Yuan Tu, Ali H. Sayed:
On the Influence of Informed Agents on Learning and Adaptation Over Networks. IEEE Trans. Signal Process. 61(6): 1339-1356 (2013) - [j146]Paolo Di Lorenzo, Ali H. Sayed:
Sparse Distributed Learning Based on Diffusion Adaptation. IEEE Trans. Signal Process. 61(6): 1419-1433 (2013) - [j145]Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed:
Bio-Inspired Decentralized Radio Access Based on Swarming Mechanisms Over Adaptive Networks. IEEE Trans. Signal Process. 61(12): 3183-3197 (2013) - [c140]Zaid J. Towfic, Ali H. Sayed:
Adaptive stochastic convex optimization over networks. Allerton 2013: 1272-1277 - [c139]Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed:
Distributed spectrum sensing in the presence of selfish users. CAMSAP 2013: 392-395 - [c138]Jianshu Chen, Ali H. Sayed:
On the benefits of diffusion cooperation for distributed optimization and learning. EUSIPCO 2013: 1-5 - [c137]Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed:
Cluster formation over adaptive networks with selfish agents. EUSIPCO 2013: 1-5 - [c136]Mohammad Reza Gholami, Erik G. Ström, Ali H. Sayed:
Diffusion estimation over cooperative networks with missing data. GlobalSIP 2013: 411-414 - [c135]Jianshu Chen, Ali H. Sayed:
On the probability distribution of distributed optimization strategies. GlobalSIP 2013: 555-558 - [c134]Konstantinos Eftaxias, Saeid Sanei, Ali H. Sayed:
Modelling brain cortical connectivity using diffusion adaptation. ICASSP 2013: 959-962 - [c133]Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed:
Cooperative off-policy prediction of Markov decision processes in adaptive networks. ICASSP 2013: 4539-4543 - [c132]Chung-Kai Yu, Ali H. Sayed:
A strategy for adjusting combination weights over adaptive networks. ICASSP 2013: 4579-4583 - [c131]Reza Abdolee, Stephan Saur, Benoît Champagne, Ali H. Sayed:
Diffusion LMS localization and tracking algorithm for wireless cellular networks. ICASSP 2013: 4598-4602 - [c130]Xiaochuan Zhao, Ali H. Sayed:
Attaining optimal batch performance via distributed processing over networks. ICASSP 2013: 5214-5218 - [c129]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Distributed inference over regression and classification models. ICASSP 2013: 5406-5410 - [c128]Shang-Kee Ting, Ali H. Sayed:
Mitigation of clipping in sensors. ICASSP 2013: 5934-5938 - [c127]Reza Abdolee, Benoît Champagne, Ali H. Sayed:
Diffusion LMS strategies for parameter estimation over fading wireless channels. ICC 2013: 1926-1930 - [c126]Ali H. Sayed, Sheng-Yuan Tu, Jianshu Chen:
Online learning and adaptation over networks: More information is not necessarily better. ITA 2013: 1-8 - [c125]Chung-Kai Yu, Mihaela van der Schaar, Ali H. Sayed:
Reputation design for adaptive networks with selfish agents. SPAWC 2013: 160-164 - [c124]Chung-Kai Yu, Mihir Laghate, Ali H. Sayed, Danijela Cabric:
On the effects of colluded statistical attacks in cooperative spectrum sensing. SPAWC 2013: 275-279 - [c123]Sara Al-Sayed, Abdelhak M. Zoubir, Ali H. Sayed:
An optimal error nonlinearity for robust adaptation against impulsive noise. SPAWC 2013: 415-419 - [i23]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
On Distributed Online Classification in the Midst of Concept Drifts. CoRR abs/1301.0047 (2013) - [i22]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Excess-Risk Analysis of Distributed Stochastic Learners. CoRR abs/1302.1157 (2013) - [i21]Sheng-Yuan Tu, Ali H. Sayed:
Distributed Decision-Making over Adaptive Networks. CoRR abs/1306.2109 (2013) - [i20]Jie Chen, Cédric Richard, Ali H. Sayed:
Diffusion LMS for clustered multitask networks. CoRR abs/1310.8615 (2013) - [i19]Jie Chen, Cédric Richard, Ali H. Sayed:
Multitask Diffusion Adaptation over Networks. CoRR abs/1311.4894 (2013) - [i18]Zaid J. Towfic, Ali H. Sayed:
Adaptive Penalty-Based Distributed Stochastic Convex Optimization. CoRR abs/1312.4415 (2013) - [i17]Xiaochuan Zhao, Ali H. Sayed:
Asynchronous Adaptation and Learning over Networks - Part I: Modeling and Stability Analysis. CoRR abs/1312.5434 (2013) - [i16]Xiaochuan Zhao, Ali H. Sayed:
Asynchronous Adaptation and Learning over Networks - Part II: Performance Analysis. CoRR abs/1312.5438 (2013) - [i15]Xiaochuan Zhao, Ali H. Sayed:
Asynchronous Adaptation and Learning over Networks - Part III: Comparison Analysis. CoRR abs/1312.5439 (2013) - [i14]Jianshu Chen, Ali H. Sayed:
On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis. CoRR abs/1312.7580 (2013) - [i13]Jianshu Chen, Ali H. Sayed:
On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis. CoRR abs/1312.7581 (2013) - [i12]Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed:
Distributed Policy Evaluation Under Multiple Behavior Strategies. CoRR abs/1312.7606 (2013) - 2012
- [j144]Jinchao Li, Ali H. Sayed:
Modeling bee swarming behavior through diffusion adaptation with asymmetric information sharing. EURASIP J. Adv. Signal Process. 2012: 18 (2012) - [j143]Shang-Kee Ting, Danijela Cabric, Ali H. Sayed:
An Algorithm to Compensate the Effects of Spurious PLL Tones in Spectrum Sensing Architectures. IEEE Trans. Circuits Syst. I Regul. Pap. 59-I(5): 1093-1106 (2012) - [j142]Xiaochuan Zhao, Sheng-Yuan Tu, Ali H. Sayed:
Diffusion Adaptation Over Networks Under Imperfect Information Exchange and Non-Stationary Data. IEEE Trans. Signal Process. 60(7): 3460-3475 (2012) - [j141]Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed:
Decentralized Resource Assignment in Cognitive Networks Based on Swarming Mechanisms Over Random Graphs. IEEE Trans. Signal Process. 60(7): 3755-3769 (2012) - [j140]Jae-Woo Lee, Seong-Eun Kim, Woo-Jin Song, Ali H. Sayed:
Spatio-Temporal Diffusion Strategies for Estimation and Detection Over Networks. IEEE Trans. Signal Process. 60(8): 4017-4034 (2012) - [j139]Jianshu Chen, Ali H. Sayed:
Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks. IEEE Trans. Signal Process. 60(8): 4289-4305 (2012) - [j138]Xiaochuan Zhao, Ali H. Sayed:
Performance Limits for Distributed Estimation Over LMS Adaptive Networks. IEEE Trans. Signal Process. 60(10): 5107-5124 (2012) - [j137]Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed:
Clock Jitter Compensation in High-Rate ADC Circuits. IEEE Trans. Signal Process. 60(11): 5738-5753 (2012) - [j136]Sheng-Yuan Tu, Ali H. Sayed:
Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation Over Adaptive Networks. IEEE Trans. Signal Process. 60(12): 6217-6234 (2012) - [c122]Sheng-Yuan Tu, Ali H. Sayed:
Adaptive decision-making over complex networks. ACSCC 2012: 525-530 - [c121]Xiaochuan Zhao, Ali H. Sayed:
Learning over social networks via diffusion adaptation. ACSCC 2012: 709-713 - [c120]Danilo P. Mandic, Ali H. Sayed:
Session TP2b: Cooperative adaptation and learning (invited). ACSCC 2012: 1501-1502 - [c119]Vítor H. Nascimento, Ali H. Sayed:
Mean-square analysis of continuous-time distributed estimation strategies. ACSCC 2012: 1503-1507 - [c118]Muhammad Omer Bin Saeed, Azzedine Zerguine, Salam A. Zummo, Ali H. Sayed:
Unsupervised algorithms for distributed estimation over adaptive networks. ACSCC 2012: 1780-1783 - [c117]Jianshu Chen, Ali H. Sayed:
On the limiting behavior of distributed optimization strategies. Allerton Conference 2012: 1535-1542 - [c116]Sheng-Yuan Tu, Ali H. Sayed:
Effective information flow over mobile adaptive networks. CIP 2012: 1-6 - [c115]Xiaochuan Zhao, Ali H. Sayed:
Clustering via diffusion adaptation over networks. CIP 2012: 1-6 - [c114]Yong-Jun Shin, Ali H. Sayed, Xiling Shen:
Using an adaptive gene network model for self-organizing multicellular behavior. EMBC 2012: 5449-5453 - [c113]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Distributed learning via Diffusion adaptation with application to ensemble learning. ESANN 2012 - [c112]Xiaochuan Zhao, Ali H. Sayed:
Asynchronous diffusion adaptation over networks. EUSIPCO 2012: 86-90 - [c111]Reza Abdolee, Benoît Champagne, Ali H. Sayed:
A diffusion LMS strategy for parameter estimation in noisy regressor applications. EUSIPCO 2012: 749-753 - [c110]Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed:
Sparse diffusion LMS for distributed adaptive estimation. ICASSP 2012: 3281-3284 - [c109]Xiaochuan Zhao, Ali H. Sayed:
Single-link diffusion strategies over adaptive networks. ICASSP 2012: 3749-3752 - [c108]Jianshu Chen, Ali H. Sayed:
Performance of diffusion adaptation for collaborative optimization. ICASSP 2012: 3753-3756 - [c107]Xiaochuan Zhao, Ali H. Sayed:
Combination weights for diffusion strategies with imperfect information exchange. ICC 2012: 398-402 - [c106]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Distributed throughput optimization over P2P mesh networks using diffusion adaptation. ICC 2012: 648-652 - [c105]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
On the generalization ability of distributed online learners. MLSP 2012: 1-6 - [c104]Xiaochuan Zhao, Jianshu Chen, Ali H. Sayed:
Beam coordination via diffusion adaptation over array networks. SPAWC 2012: 105-109 - [c103]Reza Abdolee, Benoît Champagne, Ali H. Sayed:
Diffusion LMS for source and process estimation in sensor networks. SSP 2012: 165-168 - [c102]Sheng-Yuan Tu, Ali H. Sayed:
Diffusion networks outperform consensus networks. SSP 2012: 313-316 - [c101]Vítor H. Nascimento, Ali H. Sayed:
Continuous-time distributed estimation with asymmetric mixing. SSP 2012: 528-531 - [c100]Jianshu Chen, Ali H. Sayed:
Distributed pareto-optimal solutions via diffusion adaptation. SSP 2012: 648-651 - [i11]Sheng-Yuan Tu, Ali H. Sayed:
On the Influence of Informed Agents on Learning and Adaptation over Networks. CoRR abs/1203.1524 (2012) - [i10]Sheng-Yuan Tu, Ali H. Sayed:
Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation over Adaptive Networks. CoRR abs/1205.3993 (2012) - [i9]Ali H. Sayed:
Diffusion Adaptation over Networks. CoRR abs/1205.4220 (2012) - [i8]Paolo Di Lorenzo, Ali H. Sayed:
Sparse Distributed Learning Based on Diffusion Adaptation. CoRR abs/1206.3099 (2012) - [i7]Xiaochuan Zhao, Ali H. Sayed:
Performance Limits for Distributed Estimation Over LMS Adaptive Networks. CoRR abs/1206.3728 (2012) - [i6]Jianshu Chen, Ali H. Sayed:
Distributed Pareto Optimization via Diffusion Strategies. CoRR abs/1208.2503 (2012) - 2011
- [j135]Sheng-Yuan Tu, Ali H. Sayed:
Mobile Adaptive Networks. IEEE J. Sel. Top. Signal Process. 5(4): 649-664 (2011) - [j134]Yili Xia, Danilo P. Mandic, Ali H. Sayed:
An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals. IEEE Signal Process. Lett. 18(11): 659-662 (2011) - [j133]Abdelhak M. Zoubir, Vikram Krishnamurthy, Ali H. Sayed:
Signal Processing Theory and Methods [In the Spotlight]. IEEE Signal Process. Mag. 28(5): 152-156 (2011) - [j132]Zhi Quan, Wenyi Zhang, Stephen J. Shellhammer, Ali H. Sayed:
Optimal Spectral Feature Detection for Spectrum Sensing at Very Low SNR. IEEE Trans. Commun. 59(1): 201-212 (2011) - [j131]Federico S. Cattivelli, Ali H. Sayed:
Analysis of Spatial and Incremental LMS Processing for Distributed Estimation. IEEE Trans. Signal Process. 59(4): 1465-1480 (2011) - [j130]Federico S. Cattivelli, Ali H. Sayed:
Distributed Detection Over Adaptive Networks Using Diffusion Adaptation. IEEE Trans. Signal Process. 59(5): 1917-1932 (2011) - [j129]Federico S. Cattivelli, Ali H. Sayed:
Modeling Bird Flight Formations Using Diffusion Adaptation. IEEE Trans. Signal Process. 59(5): 2038-2051 (2011) - [j128]Alexander Bertrand, Marc Moonen, Ali H. Sayed:
Diffusion Bias-Compensated RLS Estimation Over Adaptive Networks. IEEE Trans. Signal Process. 59(11): 5212-5224 (2011) - [j127]Shang-Kee Ting, Ali H. Sayed:
Digital Suppression of Spurious PLL Tones in A/D Converters. IEEE Trans. Signal Process. 59(11): 5275-5288 (2011) - [j126]Suleyman Serdar Kozat, Alper T. Erdogan, Andrew C. Singer, Ali H. Sayed:
Transient Analysis of Adaptive Affine Combinations. IEEE Trans. Signal Process. 59(12): 6227-6232 (2011) - [c99]Ali H. Sayed, Faten A. Sayed:
Diffusion adaptation over networks of particles subject to Brownian fluctuations. ACSCC 2011: 685-690 - [c98]Sheng-Yuan Tu, Ali H. Sayed:
On the effects of topology and node distribution on learning over complex adaptive networks. ACSCC 2011: 1166-1171 - [c97]Vítor H. Nascimento, Ali H. Sayed:
Continuous-time distributed estimation. ACSCC 2011: 1761-1765 - [c96]Jianshu Chen, Sheng-Yuan Tu, Ali H. Sayed:
Distributed optimization via diffusion adaptation. CAMSAP 2011: 281-284 - [c95]Sheng-Yuan Tu, Ali H. Sayed:
Optimal combination rules for adaptation and learning over networks. CAMSAP 2011: 317-320 - [c94]Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed:
Bio-inspired swarming for dynamic radio access based on diffusion adaptation. EUSIPCO 2011: 402-406 - [c93]Alexander Bertrand, Marc Moonen, Ali H. Sayed:
Diffusion-based bias-compensated RLS for distributed estimation over adaptive sensor networks. EUSIPCO 2011: 1025-1029 - [c92]Jae-Woo Lee, Seong-Eun Kim, Woo-Jin Song, Ali H. Sayed:
Spatio-temporal diffusion mechanisms for adaptation over networks. EUSIPCO 2011: 1040-1044 - [c91]Sheng-Yuan Tu, Ali H. Sayed:
Adaptive Networks with Noisy Links. GLOBECOM 2011: 1-5 - [c90]Sheng-Yuan Tu, Ali H. Sayed:
Cooperative prey herding based on diffusion adaptation. ICASSP 2011: 3752-3755 - [c89]Xiaochuan Zhao, Ali H. Sayed:
Performance limits of LMS-based adaptive networks. ICASSP 2011: 3768-3771 - [c88]Shang-Kee Ting, Ali H. Sayed:
Frequency domain compensation of spurious sidebands in A/D circuits. ICASSP 2011: 4000-4003 - [c87]Jianshu Chen, Ali H. Sayed:
Bio-inspired cooperative optimization with application to bacteria motility. ICASSP 2011: 5788-5791 - [c86]Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed:
A bio-inspired fast swarming algorithm for dynamic radio access. DSP 2011: 1-6 - [c85]Zaid J. Towfic, Ali H. Sayed:
Clock jitter estimation in noise. ISCAS 2011: 1251-1254 - [c84]Shang-Kee Ting, Ali H. Sayed:
Reducing spurious PLL tones in spectrum sensing architectures. ISCAS 2011: 2445-2448 - [c83]Zaid J. Towfic, Jianshu Chen, Ali H. Sayed:
Collaborative learning of mixture models using diffusion adaptation. MLSP 2011: 1-6 - [i5]Jianshu Chen, Ali H. Sayed:
Diffusion Adaptation Strategies for Distributed Optimization and Learning over Networks. CoRR abs/1111.0034 (2011) - [i4]Xiaochuan Zhao, Ali H. Sayed:
Diffusion Adaptation over Networks under Imperfect Information Exchange and Non-stationary Data. CoRR abs/1112.6212 (2011) - 2010
- [j125]Federico S. Cattivelli, Ali H. Sayed:
Diffusion Strategies for Distributed Kalman Filtering and Smoothing. IEEE Trans. Autom. Control. 55(9): 2069-2084 (2010) - [j124]Ali H. Sayed:
Free Electronic Access to SP Publications. IEEE Trans. Speech Audio Process. 18(1): 1 (2010) - [j123]Leilei Li, Jonathon A. Chambers, Cássio Guimarães Lopes, Ali H. Sayed:
Distributed estimation over an adaptive incremental network based on the affine projection algorithm. IEEE Trans. Signal Process. 58(1): 151-164 (2010) - [j122]Federico S. Cattivelli, Ali H. Sayed:
Diffusion LMS strategies for distributed estimation. IEEE Trans. Signal Process. 58(3): 1035-1048 (2010) - [j121]Jingon Joung, Ali H. Sayed:
Multiuser two-way amplify-and-forward relay processing and power control methods for beamforming systems. IEEE Trans. Signal Process. 58(3): 1833-1846 (2010) - [j120]Zhi Quan, Wing-Kin Ma, Shuguang Cui, Ali H. Sayed:
Optimal linear fusion for distributed detection via semidefinite programming. IEEE Trans. Signal Process. 58(4): 2431-2436 (2010) - [j119]Suleyman Serdar Kozat, Alper T. Erdogan, Andrew C. Singer, Ali H. Sayed:
Steady-state MSE performance analysis of mixture approaches to adaptive filtering. IEEE Trans. Signal Process. 58(8): 4050-4063 (2010) - [j118]Suleyman Serdar Kozat, Andrew C. Singer, Alper T. Erdogan, Ali H. Sayed:
Unbiased model combinations for adaptive filtering. IEEE Trans. Signal Process. 58(8): 4421-4427 (2010) - [j117]Noriyuki Takahashi, Isao Yamada, Ali H. Sayed:
Diffusion least-mean squares with adaptive combiners: formulation and performance analysis. IEEE Trans. Signal Process. 58(9): 4795-4810 (2010) - [j116]Qiyue Zou, Songfeng Zheng, Ali H. Sayed:
Cooperative Sensing via Sequential Detection. IEEE Trans. Signal Process. 58(12): 6266-6283 (2010) - [j115]Jingon Joung, Ali H. Sayed:
User Selection Methods for Multiuser Two-Way Relay Communications Using Space Division Multiple Access. IEEE Trans. Wirel. Commun. 9(7): 2130-2136 (2010) - [c82]Sheng-Yuan Tu, Ali H. Sayed:
Foraging behavior of fish schools via diffusion adaptation. CIP 2010: 63-68 - [c81]Jingon Joung, Ali H. Sayed:
Distributed beamforming and mode selection based on instantaneous system throughput. ICASSP 2010: 3034-3037 - [c80]Cássio Guimarães Lopes, Ali H. Sayed:
Randomized incremental protocols over adaptive networks. ICASSP 2010: 3514-3517 - [c79]Federico S. Cattivelli, Ali H. Sayed:
Distributed nonlinear Kalman filtering with applications to wireless localization. ICASSP 2010: 3522-3525 - [c78]Zaid J. Towfic, Shang-Kee Ting, Ali H. Sayed:
Sampling clock jitter estimation and compensation in ADC circuits. ISCAS 2010: 829-832 - [c77]Shang-Kee Ting, Ali H. Sayed:
Reduction of the effects of spurious PLL tones on A/D converters. ISCAS 2010: 3985-3988 - [c76]Sheng-Yuan Tu, Ali H. Sayed:
Mobile adaptive networks with self-organization abilities. ISWCS 2010: 379-383
2000 – 2009
- 2009
- [j114]Jingon Joung, Ali H. Sayed, Yong Hoon Lee:
Antenna Selection with Superposition for 4x2 DSTTD Systems. IEEE Commun. Lett. 13(7): 483-485 (2009) - [j113]Naofal Al-Dhahir, Anand Dabak, Marc Moonen, Ali H. Sayed, Zoran Zvonar:
Introduction to the Issue on DSP Techiques for RF/Analog Circuit Impairments. IEEE J. Sel. Top. Signal Process. 3(3): 345-347 (2009) - [j112]Qiyue Zou, Mohyee Mikhemar, Ali H. Sayed:
Digital Compensation of Cross-Modulation Distortion in Software-Defined Radios. IEEE J. Sel. Top. Signal Process. 3(3): 348-361 (2009) - [j111]Ali H. Sayed:
Introducing overview articles in Signal Processing Transactions [Society News]. IEEE Signal Process. Mag. 26(5): 8 (2009) - [j110]Qiyue Zou, Alireza Tarighat, Ali H. Sayed:
Joint compensation of IQ imbalance and phase noise in OFDM wireless systems. IEEE Trans. Commun. 57(2): 404-414 (2009) - [j109]Ali H. Sayed:
Free electronic access to SP publications. IEEE Trans. Inf. Forensics Secur. 4(4): 757 (2009) - [j108]Ali H. Sayed:
Free Electronic Access to SP Publications. IEEE Trans. Image Process. 18(12): 2617 (2009) - [j107]Zhi Quan, William J. Kaiser, Ali H. Sayed:
Innovations Diffusion: A Spatial Sampling Scheme for Distributed Estimation and Detection. IEEE Trans. Signal Process. 57(2): 738-751 (2009) - [j106]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Optimal Multiband Joint Detection for Spectrum Sensing in Cognitive Radio Networks. IEEE Trans. Signal Process. 57(3): 1128-1140 (2009) - [j105]Ali H. Sayed:
Free electronic access to SP publications. IEEE Trans. Signal Process. 57(12): 4597 (2009) - [c75]Jingon Joung, Ali H. Sayed:
Power Allocation for Beamforming Relay Networks under Channel Uncertainties. GLOBECOM 2009: 1-6 - [c74]Zhi Quan, Stephen J. Shellhammer, Wenyi Zhang, Ali H. Sayed:
Spectrum Sensing by Cognitive Radios at Very Low SNR. GLOBECOM 2009: 1-6 - [c73]Federico S. Cattivelli, Ali H. Sayed:
Multi-level diffusion adaptive networks. ICASSP 2009: 2789-2792 - [c72]Noriyuki Takahashi, Isao Yamada, Ali H. Sayed:
Diffusion least-mean squares with adaptive combiners. ICASSP 2009: 2845-2848 - [c71]Zhi Quan, Wing-Kin Ma, Shuguang Cui, Ali H. Sayed:
Optimal linear fusion for distributed spectrum sensing via semidefinite programming. ICASSP 2009: 3629-3632 - [i3]Zhi Quan, Stephen J. Shellhammer, Wenyi Zhang, Ali H. Sayed:
Spectrum sensing by cognitive radios at very low SNR. CoRR abs/0907.1992 (2009) - 2008
- [b1]Ali H. Sayed:
Adaptive Filters. Wiley 2008, ISBN 978-0-47025388-5, pp. 1-786 - [j104]Zhi Quan, Shuguang Cui, Ali H. Sayed:
Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks. IEEE J. Sel. Top. Signal Process. 2(1): 28-40 (2008) - [j103]Federico S. Cattivelli, Polly Estabrook, Edgar H. Satorius, Ali H. Sayed:
Carrier Recovery Enhancement for Maximum-Likelihood Doppler Shift Estimation in Mars Exploration Missions. IEEE J. Sel. Top. Signal Process. 2(5): 658-669 (2008) - [j102]Ali H. Sayed:
Las Vegas Hosts ICASSP'08. IEEE Signal Process. Mag. 25(2): 145-146 (2008) - [j101]Zhi Quan, Shuguang Cui, H. Vincent Poor, Ali H. Sayed:
Collaborative wideband sensing for cognitive radios. IEEE Signal Process. Mag. 25(6): 60-73 (2008) - [j100]Yonggang Zhang, Ning Li, Jonathon A. Chambers, Ali H. Sayed:
Steady-State Performance Analysis of a Variable Tap-Length LMS Algorithm. IEEE Trans. Signal Process. 56(2): 839-845 (2008) - [j99]Federico S. Cattivelli, Cássio Guimarães Lopes, Ali H. Sayed:
Diffusion Recursive Least-Squares for Distributed Estimation Over Adaptive Networks. IEEE Trans. Signal Process. 56(5): 1865-1877 (2008) - [j98]Cássio Guimarães Lopes, Ali H. Sayed:
Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis. IEEE Trans. Signal Process. 56(7-2): 3122-3136 (2008) - [j97]K. Y. Kim, Qiyue Zou, H. J. Choi, Ali H. Sayed:
An Efficient Carrier Phase Synchronization Technique for High-Order M-QAM-OFDM. IEEE Trans. Signal Process. 56(8-1): 3789-3794 (2008) - [c70]Federico S. Cattivelli, Ali H. Sayed:
Diffusion LMS algorithms with information exchange. ACSCC 2008: 251-255 - [c69]Federico S. Cattivelli, Ali H. Sayed:
Diffusion mechanisms for fixed-point distributed Kalman smoothing. EUSIPCO 2008: 1-5 - [c68]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Spatial-spectral joint detection for wideband spectrum sensing in cognitive radio networks. ICASSP 2008: 2793-2796 - [c67]Qiyue Zou, Mohyee Mikhemar, Ali H. Sayed:
Digital compensation of RF nonlinearities in software-defined radios. ICASSP 2008: 2921-2924 - [c66]Cássio Guimarães Lopes, Ali H. Sayed:
Diffusion adaptive networks with changing topologies. ICASSP 2008: 3285-3288 - [c65]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Wideband Spectrum Sensing in Cognitive Radio Networks. ICC 2008: 901-906 - [i2]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Spatial-Spectral Joint Detection for Wideband Spectrum Sensing in Cognitive Radio Networks. CoRR abs/0801.3049 (2008) - [i1]Zhi Quan, Shuguang Cui, Ali H. Sayed, H. Vincent Poor:
Wideband Spectrum Sensing in Cognitive Radio Networks. CoRR abs/0802.4130 (2008) - 2007
- [j96]Alireza Tarighat, Rick C. J. Hsu, Akhil Shah, Ali H. Sayed, Bahram Jalali:
Fundamentals and challenges of optical multiple-input multiple-output multimode fiber links [Topics in Optical Communications]. IEEE Commun. Mag. 45(5): 57-63 (2007) - [j95]Ali H. Sayed, Cássio Guimarães Lopes:
Adaptive Processing over Distributed Networks. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 90-A(8): 1504-1510 (2007) - [j94]Mirette Sadek, Alireza Tarighat, Ali H. Sayed:
Active Antenna Selection in Multiuser MIMO Communications. IEEE Trans. Signal Process. 55(4): 1498-1510 (2007) - [j93]Nima Khajehnouri, Ali H. Sayed:
Distributed MMSE Relay Strategies for Wireless Sensor Networks. IEEE Trans. Signal Process. 55(7-1): 3336-3348 (2007) - [j92]Cássio Guimarães Lopes, Ali H. Sayed:
Incremental Adaptive Strategies Over Distributed Networks. IEEE Trans. Signal Process. 55(8): 4064-4077 (2007) - [j91]Qiyue Zou, Alireza Tarighat, Ali H. Sayed:
Compensation of Phase Noise in OFDM Wireless Systems. IEEE Trans. Signal Process. 55(11): 5407-5424 (2007) - [j90]Qiyue Zou, Alireza Tarighat, Ali H. Sayed:
Performance Analysis of Multiband OFDM UWB Communications With Application to Range Improvement. IEEE Trans. Veh. Technol. 56(6): 3864-3878 (2007) - [j89]Alireza Tarighat, Ali H. Sayed:
Joint compensation of transmitter and receiver impairments in OFDM systems. IEEE Trans. Wirel. Commun. 6(1): 240-247 (2007) - [j88]Mirette Sadek, Alireza Tarighat, Ali H. Sayed:
A Leakage-Based Precoding Scheme for Downlink Multi-User MIMO Channels. IEEE Trans. Wirel. Commun. 6(5): 1711-1721 (2007) - [j87]Zhi Quan, Ananth Subramanian, Ali H. Sayed:
REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks. IEEE Trans. Wirel. Commun. 6(8): 2924-2933 (2007) - [j86]Zhi Quan, Ananth Subramanian, Ali H. Sayed:
REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks (Corrected). IEEE Trans. Wirel. Commun. 6(10): 3846-3855 (2007) - [c64]Zhi Quan, Shuguang Cui, Ali H. Sayed:
An Optimal Strategy for Cooperative Spectrum Sensing in Cognitive Radio Networks. GLOBECOM 2007: 2947-2951 - [c63]Qiyue Zou, Alireza Tarighat, K. Y. Kim, Ali H. Sayed:
OFDM Channel Estimation in the Presence of Frequency Offset, IQ Imbalance and Phase Noise. ICASSP (3) 2007: 273-276 - [c62]Zhi Quan, Ali H. Sayed:
Innovations-Based Sampling Over Spatially-Correlated Sensors. ICASSP (3) 2007: 509-512 - [c61]Cássio Guimarães Lopes, Ali H. Sayed:
Diffusion Least-Mean Squares Over Adaptive Networks. ICASSP (3) 2007: 917-920 - [c60]Zhi Quan, William J. Kaiser, Ali H. Sayed:
A spatial sampling scheme based on innovations diffusion in sensor networks. IPSN 2007: 323-330 - [c59]Qiyue Zou, Alireza Tarighat, Ali H. Sayed:
On the Joint Compensation of IQ Imbalances and Phase Noise in MIMO-OFDM Systems. ISCAS 2007: 37-40 - [c58]Ali H. Sayed, Cássio Guimarães Lopes:
Distributed processing over adaptive networks. ISSPA 2007: 1-3 - 2006
- [j85]Ali H. Sayed:
Message from the Editor-in-Chief. EURASIP J. Adv. Signal Process. 2006 (2006) - [j84]Nabil R. Yousef, Ali H. Sayed, Nima Khajehnouri:
Adaptive Subchip Multipath Resolving for Wireless Location Systems. EURASIP J. Adv. Signal Process. 2006 (2006) - [j83]Rick C. J. Hsu, Alireza Tarighat, Akhil Shah, Ali H. Sayed, Bahram Jalali:
Capacity enhancement in coherent optical MIMO (COMIMO) multimode fiber links. IEEE Commun. Lett. 10(3): 195-197 (2006) - [j82]Nabil R. Yousef, Ali H. Sayed, Nima Khajehnouri:
Detection of fading overlapping multipath components. Signal Process. 86(9): 2407-2425 (2006) - [j81]Sylvia M. Dominguez, Trish Keaton, Ali H. Sayed:
A Robust Finger Tracking Method for Multimodal Wearable Computer Interfacing. IEEE Trans. Multim. 8(5): 956-972 (2006) - [j80]Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ali H. Sayed:
Mean-square performance of a convex combination of two adaptive filters. IEEE Trans. Signal Process. 54(3): 1078-1090 (2006) - [c57]Mirette Sadek, Alireza Tarighat, Ali H. Sayed:
A dynamic antenna scheduling strategy for multi-user MIMO communications. EUSIPCO 2006: 1-5 - [c56]Q. Zou, Alireza Tarighat, Nima Khajehnouri, Ali H. Sayed:
A phase noise compensation scheme for OFDM wireless systems. EUSIPCO 2006: 1-5 - [c55]Zhi Quan, Ananth Subramanian, Ali H. Sayed:
On the Performance of Clustered Energy-Aware Wireless Networks. ICASSP (4) 2006: 281-284 - [c54]Cássio Guimarães Lopes, Ali H. Sayed:
Distributed Adaptive Incremental Strategies: Formulation and Performance Analysis. ICASSP (3) 2006: 584-587 - [c53]Qiyue Zou, Alireza Tarighat, Ali H. Sayed:
Performance Analysis and Range Improvement in Multiband-OFDM UWB Communications. ICASSP (4) 2006: 629-632 - [c52]Nima Khajehnouri, Ali H. Sayed:
A Minimum Co-User Interference Approach for Multi-User MIMO Downlink Precoding. ICASSP (3) 2006: 824-827 - 2005
- [j79]Ananth Subramanian, Ali H. Sayed:
A robust power and rate control method for state-delayed wireless networks. Autom. 41(11): 1917-1924 (2005) - [j78]Trish Keaton, Sylvia M. Dominguez, Ali H. Sayed:
Browsing the environment with the SNAP&TELL wearable computer system. Pers. Ubiquitous Comput. 9(6): 343-355 (2005) - [j77]Trish Keaton, Sylvia M. Dominguez, Ali H. Sayed:
Browsing the environment with the SNAP&TELL wearable computer system - Erratum. Pers. Ubiquitous Comput. 9(6): 356-356 (2005) - [j76]Ali H. Sayed, Waleed M. Younis, Alireza Tarighat:
An invariant matrix structure in multiantenna communications. IEEE Signal Process. Lett. 12(11): 749-752 (2005) - [j75]Hyun-Chool Shin, Woo-Jin Song, Ali H. Sayed:
Mean-square performance of data-reusing adaptive algorithms. IEEE Signal Process. Lett. 12(12): 851-854 (2005) - [j74]Ali H. Sayed, Alireza Tarighat, Nima Khajehnouri:
Network-based wireless location: challenges faced in developing techniques for accurate wireless location information. IEEE Signal Process. Mag. 22(4): 24-40 (2005) - [j73]Ali H. Sayed:
Best Paper Award Recipients: A Message From the Editor-in-Chief. IEEE Trans. Signal Process. 53(7): 2277-2278 (2005) - [j72]Alireza Tarighat, Rahim Bagheri, Ali H. Sayed:
Compensation schemes and performance analysis of IQ imbalances in OFDM receivers. IEEE Trans. Signal Process. 53(8-2): 3257-3268 (2005) - [j71]Alireza Tarighat, Ali H. Sayed:
MIMO OFDM receivers for Systems with IQ imbalances. IEEE Trans. Signal Process. 53(9): 3583-3596 (2005) - [j70]Ali H. Sayed:
A Message From the Editor-in-Chief - Third Supplement on Secure Media. IEEE Trans. Signal Process. 53(10): 3921 (2005) - [j69]Ananth Subramanian, Ali H. Sayed:
Joint rate and power control algorithms for wireless networks. IEEE Trans. Signal Process. 53(11): 4204-4214 (2005) - [j68]Alireza Tarighat, Ananth Subramanian, Ali H. Sayed:
An uplink DS-CDMA receiver using a robust post-correlation Kalman structure. IEEE Trans. Wirel. Commun. 4(3): 847-854 (2005) - [c51]Nima Khajehnouri, Ali H. Sayed:
Multi-relay strategy for imperfect channel information in sensor networks. EUSIPCO 2005: 1-4 - [c50]Jerónimo Arenas-García, Aníbal R. Figueiras-Vidal, Ali H. Sayed:
Steady state performance of convex combinations of adaptive filters. ICASSP (4) 2005: 33-36 - [c49]Nima Khajehnouri, Ali H. Sayed:
A distributed broadcasting time-synchronization scheme for wireless sensor networks. ICASSP (5) 2005: 1053-1056 - [c48]Alireza Tarighat, Mirette Sadek, Ali H. Sayed:
A multi user beamforming scheme for downlink MIMO channels based on maximizing signal-to-leakage ratios. ICASSP (3) 2005: 1129-1132 - 2004
- [j67]Hyun-Chool Shin, Ali H. Sayed, Woo-Jin Song:
Variable step-size NLMS and affine projection algorithms. IEEE Signal Process. Lett. 11(2): 132-135 (2004) - [j66]Alireza Tarighat, Ali H. Sayed:
Least mean-phase adaptive filters with application to communications systems. IEEE Signal Process. Lett. 11(2): 220-223 (2004) - [j65]Ananth Subramanian, Ali H. Sayed:
Multiobjective filter design for uncertain stochastic time-delay systems. IEEE Trans. Autom. Control. 49(1): 149-154 (2004) - [j64]Ananth Subramanian, Ali H. Sayed:
Regularized robust filters for time-varying uncertain discrete-time systems. IEEE Trans. Autom. Control. 49(6): 970-975 (2004) - [j63]Hyun-Chool Shin, Ali H. Sayed:
Mean-square performance of a family of affine projection algorithms. IEEE Trans. Signal Process. 52(1): 90-102 (2004) - [j62]Ali H. Sayed:
Message from the Editor-in-Chief: Best Paper Award Recipients. IEEE Trans. Signal Process. 52(8): 2149-2151 (2004) - [j61]Ali H. Sayed:
A Message from the Editor-in-Chief: First Supplement on Secure Media. IEEE Trans. Signal Process. 52(10): 2953 (2004) - [j60]Ali H. Sayed:
A Message from the Editor-in-Chief: New EDICS Categories for the TRANSACTIONS. IEEE Trans. Signal Process. 52(11): 3081-3082 (2004) - [c47]Waleed M. Younis, Ali H. Sayed:
A divide-and-conquer algorithm for channel estimation in multi-user space-time coded transmissions. EUSIPCO 2004: 1873-1876 - [c46]Ananth Subramanian, Ali H. Sayed:
Resource allocation strategies for wireless ad-hoc networks. ICASSP (4) 2004: 569-572 - [c45]Waleed M. Younis, Ali H. Sayed:
Interference suppression of asynchronous multi-user space-time block coded transmissions. ICASSP (4) 2004: 789-792 - [c44]Alireza Tarighat, Ali H. Sayed:
On the baseband compensation of IQ imbalances in OFDM systems. ICASSP (4) 2004: 1021-1024 - [c43]Ananth Subramanian, Ali H. Sayed:
Collaborative algorithms for bandwidth and allocation in wireless networks. ISIT 2004: 214 - 2003
- [j59]Ali H. Sayed:
A message from the new editor-in-chief. IEEE Trans. Signal Process. 51(3): 591 (2003) - [j58]Tareq Y. Al-Naffouri, Ali H. Sayed:
Transient analysis of data-normalized adaptive filters. IEEE Trans. Signal Process. 51(3): 639-652 (2003) - [j57]Tareq Y. Al-Naffouri, Ali H. Sayed:
Transient analysis of adaptive filters with error nonlinearities. IEEE Trans. Signal Process. 51(3): 653-663 (2003) - [j56]Ali H. Sayed:
A message from the editor-in-chief: best paper award recipients. IEEE Trans. Signal Process. 51(7): 1681-1682 (2003) - [j55]Waleed M. Younis, Ali H. Sayed, Naofal Al-Dhahir:
Efficient adaptive receivers for joint equalization and interference cancellation in multiuser space-time block-coded systems. IEEE Trans. Signal Process. 51(11): 2849-2862 (2003) - [j54]Nabil R. Yousef, Ali H. Sayed, Louay M. A. Jalloul:
Robust wireless location over fading channels. IEEE Trans. Veh. Technol. 52(1): 117-126 (2003) - [j53]Mansour A. Aldajani, Ali H. Sayed:
Adaptive predictive power control for the uplink channel in DS-CDMA cellular systems. IEEE Trans. Veh. Technol. 52(6): 1447-1462 (2003) - [c42]Ananth Subramanian, Ali H. Sayed:
A robust minimum-variance filter for time varying uncertain discrete-time systems. ACC 2003: 1885-1889 - [c41]Alireza Tarighat, Ali H. Sayed:
An optimum OFDM receiver exploiting cyclic prefix for improved data estimation. ICASSP (4) 2003: 217-220 - [c40]Hyun-Chool Shin, Ali H. Sayed:
Transient behavior of affine projection algorithms. ICASSP (6) 2003: 353-356 - [c39]Waleed M. Younis, Ali H. Sayed, Naofal Al-Dhahir:
Joint frequency-domain adaptive equalization and interference cancellation for multi-user space-time block-coded systems. ICASSP (4) 2003: 385-388 - [c38]Nima Khajehnouri, Ali H. Sayed:
A non-line-of-sight equalization scheme for wireless cellular location. ICASSP (6) 2003: 549-552 - [c37]Alireza Tarighat, Nima Khajehnouri, Ali H. Sayed:
Improved wireless location accuracy using antenna arrays and interference cancellation. ICASSP (4) 2003: 616-619 - [c36]Waleed M. Younis, Ali H. Sayed, Naofal Al-Dhahir:
Adaptive frequency-domain joint equalization and interference cancellation for multi-user space-time block-coded systems. ICC 2003: 3230-3235 - [c35]Ananth Subramanian, Alireza Tarighat, Ali H. Sayed:
A robust receiver for multi-user uplink DS-CDMA. WCNC 2003: 397-402 - 2002
- [j52]Ali H. Sayed, Hong Chen:
A uniqueness result concerning a robust regularized least-squares solution. Syst. Control. Lett. 46(5): 361-369 (2002) - [j51]Ali H. Sayed, Vítor H. Nascimento, Flávio A. M. Cipparrone:
A Regularized Robust Design Criterion for Uncertain Data. SIAM J. Matrix Anal. Appl. 23(4): 1120-1142 (2002) - [j50]Christos Komninakis, Christina Fragouli, Ali H. Sayed, Richard D. Wesel:
Multi-input multi-output fading channel tracking and equalization using Kalman estimation. IEEE Trans. Signal Process. 50(5): 1065-1076 (2002) - [j49]Nabil R. Yousef, Ali H. Sayed:
Ability of adaptive filters to track carrier offsets and channel nonstationarities. IEEE Trans. Signal Process. 50(7): 1533-1544 (2002) - [c34]Ananth Subramanian, Ali H. Sayed:
Robust exponential filtering for uncertain systems with stochastic and polytopic uncertainties. CDC 2002: 1023-1027 - [c33]Tareq Y. Al-Naffouri, Ali H. Sayed:
Optimum error nonlinearities for long adaptive filters. ICASSP 2002: 1373-1376 - [c32]Mansour A. Aldajani, Ali H. Sayed:
Predictive ratio closed-loop power control for CDMA wireless systems. ICASSP 2002: 2145-2148 - [c31]Waleed M. Younis, Naofal Al-Dhahir, Ali H. Sayed:
Adaptive frequency-domain equalization of space-time block-coded transmissions. ICASSP 2002: 2353-2356 - [c30]Mansour A. Aldajani, Ali H. Sayed:
Inverse closed-loop power control for CDMA wireless systems. ICASSP 2002: 2753-2756 - [c29]Trish Keaton, Sylvia M. Dominguez, Ali H. Sayed:
SNAP&TELL: A Multi-Modal Wearable Computer Interface for Browsing the Environment. ISWC 2002: 75-82 - 2001
- [j48]Tareq Y. Al-Naffouri, Ali H. Sayed:
Adaptive Filters with Error Nonlinearities: Mean-Square Analysis and Optimum Design. EURASIP J. Adv. Signal Process. 2001(4): 192-205 (2001) - [j47]Ali H. Sayed, Thomas Kailath:
A survey of spectral factorization methods. Numer. Linear Algebra Appl. 8(6-7): 467-496 (2001) - [j46]Shivkumar Chandrasekaran, Ming Gu, Ali H. Sayed, Keith E. Schubert:
The Degenerate Bounded Errors-in-Variables Model. SIAM J. Matrix Anal. Appl. 23(1): 138-166 (2001) - [j45]Ali H. Sayed:
A framework for state-space estimation with uncertain models. IEEE Trans. Autom. Control. 46(7): 998-1013 (2001) - [j44]Nabil R. Yousef, Ali H. Sayed:
A unified approach to the steady-state and tracking analyses of adaptive filters. IEEE Trans. Signal Process. 49(2): 314-324 (2001) - [j43]Ricardo Merched, Ali H. Sayed:
RLS-Laguerre lattice adaptive filtering: error-feedback, normalized, and array-based algorithms. IEEE Trans. Signal Process. 49(11): 2565-2576 (2001) - [j42]Ricardo Merched, Ali H. Sayed:
Extended fast fixed-order RLS adaptive filters. IEEE Trans. Signal Process. 49(12): 3015-3031 (2001) - [c28]Marco H. Terra, Ali H. Sayed:
Design of robust filters with improved robustness margins via parameter scaling. CDC 2001: 664-669 - [c27]Nabil R. Yousef, Ali H. Sayed:
Fixed point analysis of the constant modulus algorithm. ICASSP 2001: 2177-2180 - [c26]Mansour A. Aldajani, Ali H. Sayed:
A stable adaptive structure for delta modulation with improved performance. ICASSP 2001: 2621-2624 - [c25]Ricardo Merched, Ali H. Sayed:
Orthonormal realization of fast fixed-order RLS adaptive filters. ICASSP 2001: 3789-3792 - [c24]Tareq Y. Al-Naffouri, Ali H. Sayed:
Transient analysis of adaptive filters. ICASSP 2001: 3869-3872 - [c23]Ali H. Sayed, Tareq Y. Al-Naffouri:
Mean-square analysis of normalized leaky adaptive filters. ICASSP 2001: 3873-3876 - [c22]Nabil R. Yousef, Ali H. Sayed:
Detection of fading overlapping multipath components for mobile positioning systems. ICC 2001: 3102-3106 - [c21]Mansour A. Aldajani, Ali H. Sayed:
SNR performance of an adaptive sigma delta modulator. ISCAS (1) 2001: 392-395 - [c20]Ricardo Merched, Ali H. Sayed:
Extended fast fixed order RLS adaptive filters. ISCAS (2) 2001: 665-668 - [c19]Ricardo Merched, Ali H. Sayed:
RLS-Laguerre lattice adaptive filtering: error feedback and array-based algorithms. ISCAS (2) 2001: 669-672 - [c18]Sylvia M. Dominguez, Trish Keaton, Ali H. Sayed:
Robust finger tracking for wearable computer interfacing. PUI 2001: 5:1-5:5 - 2000
- [j41]Ali H. Sayed, Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao:
Discussion on: 'Tradeoff between Mean-Square and Worst-Case Performances in Adaptive Filtering' by P. Bolzern, P. Colaneri and G. De Nicolao. Eur. J. Control 6(1): 89-92 (2000) - [j40]Nabil R. Yousef, Ali H. Sayed:
Steady-state and tracking analyses of the sign algorithm without the explicit use of the independence assumption. IEEE Signal Process. Lett. 7(11): 307-309 (2000) - [j39]Babak Hassibi, Thomas Kailath, Ali H. Sayed:
Array algorithms for H∞ estimation. IEEE Trans. Autom. Control. 45(4): 702-706 (2000) - [j38]Markus Rupp, Ali H. Sayed:
On the convergence of blind adaptive equalizers for constant modulus signals. IEEE Trans. Commun. 48(5): 795-803 (2000) - [j37]Junyu Mai, Ali H. Sayed:
A feedback approach to the steady-state performance of fractionally spaced blind adaptive equalizers. IEEE Trans. Signal Process. 48(1): 80-91 (2000) - [j36]Ali H. Sayed, Shivkumar Chandrasekaran:
Parameter estimation with multiple sources and levels of uncertainties. IEEE Trans. Signal Process. 48(3): 680-692 (2000) - [j35]Vítor H. Nascimento, Ali H. Sayed:
On the learning mechanism of adaptive filters. IEEE Trans. Signal Process. 48(6): 1609-1625 (2000) - [j34]Ricardo Merched, Ali H. Sayed:
An embedding approach to frequency-domain and subband adaptive filtering. IEEE Trans. Signal Process. 48(9): 2607-2619 (2000) - [j33]Naofal Al-Dhahir, Ali H. Sayed:
The finite-length multi-input multi-output MMSE-DFE. IEEE Trans. Signal Process. 48(10): 2921-2936 (2000) - [j32]Ricardo Merched, Ali H. Sayed:
Order-recursive RLS Laguerre adaptive filtering. IEEE Trans. Signal Process. 48(11): 3000-3010 (2000) - [c17]Ali H. Sayed:
State-space estimation with uncertain data: finite and infinite-horizon results. CDC 2000: 4666-4671 - [c16]Nabil R. Yousef, Ali H. Sayed:
A generalized tracking analysis of adaptive filtering algorithms in cyclicly and randomly varying environments. ICASSP 2000: 440-443 - [c15]Ricardo Merched, Ali H. Sayed:
Exact RLS Laguerre-lattice adaptive filtering. ICASSP 2000: 456-459 - [c14]Tareq Y. Al-Naffouri, Ali H. Sayed, Thomas Kailath:
On the selection of optimal nonlinearities for stochastic gradient adaptive algorithms. ICASSP 2000: 464-467 - [c13]Christos Komninakis, Christina Fragouli, Ali H. Sayed, Richard D. Wesel:
Adaptive Multi-Input Multi-Output Fading Channel Equalization Using Kalman Estimation. ICC (3) 2000: 1655-1659 - [c12]Mansour A. Aldajani, Ali H. Sayed:
Stability analysis of an adaptive structure for sigma delta modulation. ICECS 2000: 129-132 - [c11]Nabil R. Yousef, Ali H. Sayed:
A new combined architecture for CDMA location searchers and RAKE receivers. ISCAS 2000: 101-104 - [c10]Nabil R. Yousef, Ali H. Sayed:
A unified approach to the steady-state analysis of quantized adaptive filtering algorithms. ISCAS 2000: 341-344
1990 – 1999
- 1999
- [j31]Naofal Al-Dhahir, Ali H. Sayed:
CORDIC-Based MMSE-DFE Coefficient Computation. Digit. Signal Process. 9(3): 178-194 (1999) - [j30]Shiv Chandrasekaran, Gene H. Golub, Ming Gu, Ali H. Sayed:
An Efficient Algorithm for a Bounded Errors-in-Variables Model. SIAM J. Matrix Anal. Appl. 20(4): 839-859 (1999) - [j29]Tibor Boros, Ali H. Sayed, Thomas Kailath:
A recursive method for solving unconstrained tangential interpolation problems. IEEE Trans. Autom. Control. 44(3): 454-470 (1999) - [j28]Vítor H. Nascimento, Ali H. Sayed:
Unbiased and stable leakage-based adaptive filters. IEEE Trans. Signal Process. 47(12): 3261-3276 (1999) - [c9]Nabil R. Yousef, Ali H. Sayed:
A unified approach to the steady-state and tracking analyses of adaptive filtering algorithms. NSIP 1999: 699-703 - 1998
- [j27]S. Chandrasekaran, Ali H. Sayed:
A Fast Stable Solver for Nonsymmetric Toeplitz and Quasi-Toeplitz Systems of Linear Equations. SIAM J. Matrix Anal. Appl. 19(1): 107-139 (1998) - [j26]Shivkumar Chandrasekaran, Gene H. Golub, Ming Gu, Ali H. Sayed:
Parameter Estimation in the Presence of Bounded Data Uncertainties. SIAM J. Matrix Anal. Appl. 19(1): 235-252 (1998) - [j25]S. Chandrasekaran, Ming Gu, Ali H. Sayed:
A Stable and Efficient Algorithm for the Indefinite Linear Least-Squares Problem. SIAM J. Matrix Anal. Appl. 20(2): 354-362 (1998) - [j24]Markus Rupp, Ali H. Sayed:
Robust FxLMS algorithms with improved convergence performance. IEEE Trans. Speech Audio Process. 6(1): 78-85 (1998) - [c8]Ali H. Sayed, Vítor H. Nascimento:
Design criteria for uncertain models with structured and unstructured uncertainties. Robustness in Identification and Control 1998: 159-173 - 1997
- [j23]Ali H. Sayed, Markus Rupp:
An l2-stable feedback structure for nonlinear adaptive filtering and identification. Autom. 33(1): 13-30 (1997) - [j22]Shivkumar Chandrasekaran, Gene H. Golub, Ming Gu, Ali H. Sayed:
Parameter estimation in the presence of bounded modeling errors. IEEE Signal Process. Lett. 4(7): 195-197 (1997) - [j21]Naofal Al-Dhahir, Ali H. Sayed, John M. Cioffi:
Stable pole-zero modeling of long FIR filters with application to the MMSE-DFE. IEEE Trans. Commun. 45(5): 508-513 (1997) - [j20]Tiberiu Constantinescu, Ali H. Sayed, Thomas Kailath:
Displacement structure and maximum entropy. IEEE Trans. Inf. Theory 43(3): 1074-1080 (1997) - [j19]Markus Rupp, Ali H. Sayed:
Supervised learning of perceptron and output feedback dynamic networks: a feedback analysis via the small gain theorem. IEEE Trans. Neural Networks 8(3): 612-622 (1997) - [j18]Simon Haykin, Ali H. Sayed, James R. Zeidler, Paul Yee, Paul C. Wei:
Adaptive tracking of linear time-variant systems by extended RLS algorithms. IEEE Trans. Signal Process. 45(5): 1118-1128 (1997) - [c7]Ali H. Sayed, Andrea Garulli, Shivkumar Chandrasekaran:
Iterative solutions of min-max parameter estimation with bounded data uncertainties. ICASSP 1997: 3561-3564 - 1996
- [j17]Shivkumar Chandrasekaran, Ali H. Sayed:
Stabilizing the Generalized Schur Algorithm. SIAM J. Matrix Anal. Appl. 17(4): 950-983 (1996) - [j16]Markus Rupp, Ali H. Sayed:
Robustness of Gauss - Newton recursive methods: A deterministic feedback analysis. Signal Process. 50(3): 165-187 (1996) - [j15]Ali H. Sayed, Babak Hassibi, Thomas Kailath:
Inertia properties of indefinite quadratic forms. IEEE Signal Process. Lett. 3(2): 57-59 (1996) - [j14]Babak Hassibi, Ali H. Sayed, Thomas Kailath:
Linear estimation in Krein spaces. I. Theory. IEEE Trans. Autom. Control. 41(1): 18-33 (1996) - [j13]Babak Hassibi, Ali H. Sayed, Thomas Kailath:
Linear estimation in Krein spaces. II. Applications. IEEE Trans. Autom. Control. 41(1): 34-49 (1996) - [j12]Babak Hassibi, Ali H. Sayed, Thomas Kailath:
H∞ optimality of the LMS algorithm. IEEE Trans. Signal Process. 44(2): 267-280 (1996) - [j11]Markus Rupp, Ali H. Sayed:
A time-domain feedback analysis of filtered-error adaptive gradient algorithms. IEEE Trans. Signal Process. 44(6): 1428-1439 (1996) - [j10]Ali H. Sayed, Markus Rupp:
Error-energy bounds for adaptive gradient algorithms. IEEE Trans. Signal Process. 44(8): 1982-1989 (1996) - [c6]Ali H. Sayed, Markus Rupp:
Robustness and convergence of adaptive schemes in blind equalization and neural network training. EUSIPCO 1996: 1-4 - 1995
- [j9]Tiberiu Constantinescu, Ali H. Sayed, Thomas Kailath:
Displacement Structure and Completion Problems. SIAM J. Matrix Anal. Appl. 16(1): 58-78 (1995) - [j8]Ali H. Sayed, Thomas Kailath:
A Look-Ahead Block Schur Algorithm for Toeplitz-Like Matrices. SIAM J. Matrix Anal. Appl. 16(2): 388-414 (1995) - [j7]Thomas Kailath, Ali H. Sayed:
Displacement Structure: Theory and Applications. SIAM Rev. 37(3): 297-386 (1995) - [c5]Markus Rupp, Ali H. Sayed:
On the stability and convergence of Feintuch's algorithm for adaptive IIR filtering. ICASSP 1995: 1388-1391 - 1994
- [j6]Ali H. Sayed, Thomas Kailath:
A state-space approach to adaptive RLS filtering. IEEE Signal Process. Mag. 11(3): 18-60 (1994) - [j5]Ali H. Sayed, Thomas Kailath:
Extended Chandrasekhar recursions. IEEE Trans. Autom. Control. 39(3): 619-623 (1994) - [j4]Ali H. Sayed, Tiberiu Constantinescu, Thomas Kailath:
Time-variant displacement structure and interpolation problems. IEEE Trans. Autom. Control. 39(5): 960-976 (1994) - [j3]Tiberiu Constantinescu, Ali H. Sayed, Thomas Kailath:
A recursive Schur-based solution of the four-block problem. IEEE Trans. Autom. Control. 39(7): 1476-1481 (1994) - [j2]Ali H. Sayed, Thomas Kailath, Hanoch Lev-Ari:
Generalized Chandrasekhar recursions from the generalized Schur algorithm. IEEE Trans. Autom. Control. 39(11): 2265-2269 (1994) - [j1]Ali H. Sayed, Hanoch Lev-Ari, Thomas Kailath:
Time-variant displacement structure and triangular arrays. IEEE Trans. Signal Process. 42(5): 1052-1062 (1994) - 1993
- [c4]Babak Hossein Khalaj, Ali H. Sayed, Thomas Kailath:
A unified derivation of square-root multichannel least-squares filtering algorithms. ICASSP (5) 1993: 523-526 - [c3]Ali H. Sayed, Thomas Kailath:
A state-space approach to adaptive filtering. ICASSP (3) 1993: 559-562 - [c2]Babak Hassibi, Ali H. Sayed, Thomas Kailath:
Optimality Criteria for LMS and Backpropagation. NIPS 1993: 351-358 - 1992
- [c1]Ali H. Sayed, Hanoch Lev-Ari, Thomas Kailath:
Lattice filter interpretations of the Chandrasekhar recursions for estimation and spectral factorization. ICASSP 1992: 549-552
Coauthor Index
[j267] [j265] [c252] [c248] [c247] [c245] [c244] [i133] [j259] [j258] [j257] [j253] [j251] [c243] [c241] [c239] [c238] [i125] [c232] [c229] [i112] [i108] [j241] [c220] [c217] [i102] [i101] [j232] [j224] [c211] [c209] [c208] [i97] [i95] [i92] [i89] [i86] [j207] [c196] [c195] [i78] [i75] [i67] [i66] [i64] [c192] [c190] [c181] [c180] [i57] [i49] [j181] [j177] [j176] [c167] [i46] [c153] [c145] [i32]
[c247] [c245] [c244] [i133] [j261] [j260] [j257] [j256] [j255] [j253] [j250] [c242] [c236] [i130] [i128] [i126] [j247] [j246] [j245] [j244] [c232] [c231] [c230] [c228] [i118] [i117] [i116] [i115] [i112] [i111] [i110] [i108] [j240] [j239] [c224] [c222] [c221] [c220] [c219] [c218] [c216] [c214] [i107] [i106] [i104] [i103] [i101] [j234] [j230] [j228] [j221] [j217] [c213] [c207] [c206] [i99] [i96] [i94] [i93] [i88] [i87] [i86] [i85] [i84] [i83] [i82] [i81] [j214] [j203] [c205] [c204] [c201] [c198] [c197] [i76] [i74] [i73] [i72] [i71] [i69] [i68] [c188] [c179] [i61] [i59] [i58] [c171] [c170] [c165] [c163] [c157] [c154]
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