| Differentially private empirical risk minimization K Chaudhuri, C Monteleoni, AD Sarwate Journal of machine learning research: JMLR 12, 1069, 2011 | 1985 | 2011 |
| Stochastic gradient descent with differentially private updates S Song, K Chaudhuri, AD Sarwate 2013 IEEE global conference on signal and information processing, 245-248, 2013 | 994 | 2013 |
| Broadcast gossip algorithms for consensus TC Aysal, ME Yildiz, AD Sarwate, A Scaglione Signal Processing, IEEE Transactions on 57 (7), 2748-2761, 2009 | 606 | 2009 |
| Signal processing and machine learning with differential privacy: Algorithms and challenges for continuous data AD Sarwate, K Chaudhuri IEEE signal processing magazine 30 (5), 86-94, 2013 | 297 | 2013 |
| Geographic gossip: Efficient aggregation for sensor networks AG Dimakis, AD Sarwate, MJ Wainwright Proceedings of the 5th international conference on Information processing in …, 2006 | 279 | 2006 |
| Geographic gossip: Efficient averaging for sensor networks ADG Dimakis, AD Sarwate, MJ Wainwright Signal Processing, IEEE Transactions on 56 (3), 1205-1216, 2008 | 252 | 2008 |
| Social learning and distributed hypothesis testing A Lalitha, T Javidi, AD Sarwate IEEE Transactions on Information Theory 64 (9), 6161-6179, 2018 | 225 | 2018 |
| A near-optimal algorithm for differentially-private principal components K Chaudhuri, AD Sarwate, K Sinha The Journal of Machine Learning Research 14 (1), 2905-2943, 2013 | 221 | 2013 |
| Near-optimal differentially private principal components K Chaudhuri, A Sarwate, K Sinha Advances in neural information processing systems 25, 2012 | 203 | 2012 |
| COINSTAC: a privacy enabled model and prototype for leveraging and processing decentralized brain imaging data SM Plis, AD Sarwate, D Wood, C Dieringer, D Landis, C Reed, SR Panta, ... Frontiers in neuroscience 10, 365, 2016 | 112 | 2016 |
| The Impact of Mobility on Gossip Algorithms AD Sarwate, AG Dimakis IEEE Transactions on Information Theory 58 (3), 1731 - 1742, 2012 | 109 | 2012 |
| A unified optimization approach for sparse tensor operations on gpus B Liu, C Wen, AD Sarwate, MM Dehnavi 2017 IEEE international conference on cluster computing (CLUSTER), 47-57, 2017 | 92 | 2017 |
| Randomized requantization with local differential privacy S Xiong, AD Sarwate, NB Mandayam 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 72 | 2016 |
| Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation AD Sarwate, SM Plis, JA Turner, MR Arbabshirani, VD Calhoun Frontiers in neuroinformatics 8, 35, 2014 | 70 | 2014 |
| A rate-disortion perspective on local differential privacy AD Sarwate, L Sankar 2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014 | 68 | 2014 |
| Exact emulation of a priority queue with a switch and delay lines AD Sarwate, V Anantharam Queueing Systems 53 (3), 115-125, 2006 | 68 | 2006 |
| Robust privacy-utility tradeoffs under differential privacy and hamming distortion K Kalantari, L Sankar, AD Sarwate IEEE Transactions on Information Forensics and Security 13 (11), 2816-2830, 2018 | 57 | 2018 |
| Learning from data with heterogeneous noise using sgd S Song, K Chaudhuri, A Sarwate Artificial Intelligence and Statistics, 894-902, 2015 | 49 | 2015 |
| Privid: practical,{Privacy-Preserving} video analytics queries F Cangialosi, N Agarwal, V Arun, S Narayana, A Sarwate, R Netravali 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2022 | 46 | 2022 |
| Robust and adaptive communication under uncertain interference AD Sarwate University of California, Berkeley, 2008 | 42 | 2008 |
Sergey PlisTReNDS center: GSU, Emory, and GATechVerified email at gsu.edu
