| 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 | 516 | 2013 |
| The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation MF McNitt-Gray, SG Armato III, CR Meyer, AP Reeves, G McLennan, ... Academic radiology 14 (12), 1464, 2007 | 275 | 2007 |
| Dictionary learning over distributed models J Chen, ZJ Towfic, AH Sayed IEEE Transactions on Signal Processing 63 (4), 1001-1016, 2014 | 116 | 2014 |
| Adaptive penalty-based distributed stochastic convex optimization ZJ Towfic, AH Sayed IEEE Transactions on Signal Processing 62 (15), 3924-3938, 2014 | 103 | 2014 |
| Stability and performance limits of adaptive primal-dual networks ZJ Towfic, AH Sayed IEEE Transactions on Signal Processing 63 (11), 2888-2903, 2015 | 52 | 2015 |
| Collaborative learning of mixture models using diffusion adaptation ZJ Towfic, J Chen, AH Sayed 2011 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2011 | 34 | 2011 |
| Sampling clock jitter estimation and compensation in ADC circuits ZJ Towfic, SK Ting, AH Sayed Proceedings of 2010 IEEE International Symposium on Circuits and Systems …, 2010 | 31 | 2010 |
| Excess-risk of distributed stochastic learners ZJ Towfic, J Chen, AH Sayed IEEE Transactions on Information Theory 62 (10), 5753-5785, 2016 | 29 | 2016 |
| On distributed online classification in the midst of concept drifts ZJ Towfic, J Chen, AH Sayed Neurocomputing 112, 138-152, 2013 | 28 | 2013 |
| Clock Jitter Compensation in High-Rate ADC Circuits ZJ Towfic, S Ting, AH Sayed IEEE, 2012 | 22 | 2012 |
| Large image microscope array for the compilation of multimodality whole organ image databases E Namati, J de Ryk, J Thiesse, ZJ Towfic, E Hoffman, G Mclennan The Anatomical Record: Advances in Integrative Anatomy and Evolutionary …, 2007 | 17 | 2007 |
| Online dictionary learning over distributed models J Chen, ZJ Towfic, AH Sayed 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 14 | 2014 |
| On the generalization ability of distributed online learners ZJ Towfic, J Chen, AH Sayed 2012 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2012 | 14 | 2012 |
| A neuron as a signal processing device T Hu, ZJ Towfic, C Pehlevan, A Genkin, DB Chklovskii 2013 Asilomar Conference on Signals, Systems and Computers, 362-366, 2013 | 10 | 2013 |
| Clock jitter estimation in noise ZJ Towfic, AH Sayed 2011 IEEE International Symposium of Circuits and Systems (ISCAS), 1251-1254, 2011 | 9 | 2011 |
| Adaptive stochastic convex optimization over networks ZJ Towfic, AH Sayed 2013 51st Annual Allerton Conference on Communication, Control, and …, 2013 | 5 | 2013 |
| Dictionary learning over large distributed models via dual-ADMM strategies ZJ Towfic, J Chen, AH Sayed 2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014 | 4 | 2014 |
| Distributed throughput optimization over P2P mesh networks using diffusion adaptation ZJ Towfic, J Chen, AH Sayed 2012 IEEE International Conference on Communications (ICC), 648-652, 2012 | 4 | 2012 |
| Distributed primal strategies outperform primal-dual strategies over adaptive networks ZJ Towfic, AH Sayed 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 2 | 2015 |
| Distributed inference over regression and classification models ZJ Towfic, J Chen, AH Sayed 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 2 | 2013 |
Ali H SayedDean of Engineering, EPFL, SwitzerlandVerified email at epfl.ch
