| Diffusion strategies for adaptation and learning over networks: an examination of distributed strategies and network behavior AH Sayed, SY Tu, J Chen, X Zhao, ZJ Towfic IEEE Signal Processing Magazine 30 (3), 155-171, 2013 | 521 | 2013 |
| Exact diffusion for distributed optimization and learning-part I: Algorithm development K Yuan, B Ying, X Zhao, AH Sayed IEEE Transactions on Signal Processing, 2018 | 234 | 2018 |
| Diffusion adaptation over networks under imperfect information exchange and non-stationary data X Zhao, SY Tu, AH Sayed IEEE Transactions on Signal Processing 60 (7), 3460-3475, 2012 | 202 | 2012 |
| Performance limits for distributed estimation over LMS adaptive networks X Zhao, AH Sayed IEEE Transactions on Signal Processing 60 (10), 5107-5124, 2012 | 158 | 2012 |
| Distributed clustering and learning over networks X Zhao, A Sayed Signal Processing, IEEE Transactions on 63 (13), 3285 - 3300, 2015 | 114 | 2015 |
| Asynchronous Adaptation and Learning over Networks---Part I: Modeling and Stability Analysis X Zhao, AH Sayed Signal Processing, IEEE Transactions on 63 (4), 811 - 826, 2015 | 95 | 2015 |
| Exact diffusion for distributed optimization and learning-Part II: Convergence analysis K Yuan, B Ying, X Zhao, AH Sayed IEEE Transactions on Signal Processing, 2018 | 94 | 2018 |
| Clustering via diffusion adaptation over networks X Zhao, AH Sayed 2012 3rd International Workshop on Cognitive Information Processing (CIP), 1-6, 2012 | 82 | 2012 |
| Learning over social networks via diffusion adaptation X Zhao, AH Sayed 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals …, 2012 | 67 | 2012 |
| Single-link diffusion strategies over adaptive networks X Zhao, AH Sayed 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 49 | 2012 |
| Asynchronous Adaptation and Learning over Networks---Part II: Performance Analysis X Zhao, AH Sayed Signal Processing, IEEE Transactions on 63 (4), 827 - 842, 2015 | 47 | 2015 |
| Asynchronous Adaptation and Learning over Networks---Part III: Comparison Analysis X Zhao, AH Sayed Signal Processing, IEEE Transactions on 63 (4), 843 - 858, 2015 | 30 | 2015 |
| Bacterial motility via diffusion adaptation J Chen, X Zhao, AH Sayed 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals …, 2010 | 30 | 2010 |
| Doppler spread estimation by tracking the delay-subspace for OFDM systems in doubly selective fading channels X Zhao, T Peng, M Yang, W Wang IEEE Signal Processing Letters 16 (3), 212-215, 2009 | 20 | 2009 |
| Asynchronous adaptive networks AH Sayed, X Zhao Cooperative and Graph Signal Processing 1st ed., 2018 | 15 | 2018 |
| Beam coordination via diffusion adaptation over array networks X Zhao, J Chen, AH Sayed 2012 IEEE 13th International Workshop on Signal Processing Advances in …, 2012 | 13 | 2012 |
| Doppler spread estimation by subspace tracking for OFDM systems X Zhao, T Peng, M Yang, W Wang IEEE GLOBECOM 2008-2008 IEEE Global Telecommunications Conference, 1-5, 2008 | 13 | 2008 |
| Combination weights for diffusion strategies with imperfect information exchange X Zhao, AH Sayed 2012 IEEE International Conference on Communications (ICC), 398-402, 2012 | 11 | 2012 |
| Performance limits of LMS-based adaptive networks X Zhao, AH Sayed 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 11 | 2011 |
| Probability distribution of steady-state errors and adaptation over networks X Zhao, AH Sayed 2011 IEEE Statistical Signal Processing Workshop (SSP), 253-256, 2011 | 10 | 2011 |
Ali H SayedDean of Engineering, EPFL, SwitzerlandVerified email at epfl.ch