Anand Sarwate
Title
Cited by
Cited by
Year
Differentially private empirical risk minimization
K Chaudhuri, C Monteleoni, AD Sarwate
Journal of machine learning research: JMLR 12, 1069, 2011
7972011
Broadcast gossip algorithms for consensus
TC Aysal, ME Yildiz, AD Sarwate, A Scaglione
Signal Processing, IEEE Transactions on 57 (7), 2748-2761, 2009
4552009
Geographic gossip: efficient aggregation for sensor networks
AG Dimakis, AD Sarwate, MJ Wainwright
Proceedings of the 5th international conference on Information processing in …, 2006
2582006
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
2422013
Geographic gossip: Efficient averaging for sensor networks
ADG Dimakis, AD Sarwate, MJ Wainwright
Signal Processing, IEEE Transactions on 56 (3), 1205-1216, 2008
2112008
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
1472013
Near-optimal differentially private principal components
K Chaudhuri, A Sarwate, K Sinha
Advances in Neural Information Processing Systems, 989-997, 2012
1142012
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
982013
The Impact of Mobility on Gossip Algorithms
AD Sarwate, AG Dimakis
IEEE Transactions on Information Theory 58 (3), 1731 - 1742, 2012
972012
Exact emulation of a priority queue with a switch and delay lines
AD Sarwate, V Anantharam
Queueing Systems 53 (3), 115-125, 2006
632006
Social learning and distributed hypothesis testing
A Lalitha, A Sarwate, T Javidi
2014 IEEE International Symposium on Information Theory, 551-555, 2014
622014
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
422014
Broadcast gossip algorithms: Design and analysis for consensus
TC Aysal, ME Yildiz, AD Sarwate, A Scaglione
2008 47th IEEE Conference on Decision and Control, 4843-4848, 2008
362008
Zero-rate feedback can achieve the empirical capacity
K Eswaran, AD Sarwate, A Sahai, MC Gastpar
IEEE Transactions on Information Theory 56 (1), 25-39, 2009
322009
Randomized requantization with local differential privacy
S Xiong, AD Sarwate, NB Mandayam
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
312016
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
292017
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
292016
A rate-disortion perspective on local differential privacy
AD Sarwate, L Sankar
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
292014
Social learning and distributed hypothesis testing
A Lalitha, T Javidi, AD Sarwate
IEEE Transactions on Information Theory 64 (9), 6161-6179, 2018
282018
Learning from data with heterogeneous noise using sgd
S Song, K Chaudhuri, A Sarwate
Artificial Intelligence and Statistics, 894-902, 2015
282015
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