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Anand Sarwate
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Year
Differentially private empirical risk minimization
K Chaudhuri, C Monteleoni, AD Sarwate
Journal of machine learning research: JMLR 12, 1069, 2011
15622011
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
7062013
Broadcast gossip algorithms for consensus
TC Aysal, ME Yildiz, AD Sarwate, A Scaglione
Signal Processing, IEEE Transactions on 57 (7), 2748-2761, 2009
5482009
Geographic gossip: Efficient aggregation for sensor networks
AG Dimakis, AD Sarwate, MJ Wainwright
Proceedings of the 5th international conference on Information processing in …, 2006
2722006
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
2492013
Geographic gossip: Efficient averaging for sensor networks
ADG Dimakis, AD Sarwate, MJ Wainwright
Signal Processing, IEEE Transactions on 56 (3), 1205-1216, 2008
2422008
A Near-Optimal Algorithm for Differentially-Private Principal Components.
K Chaudhuri, AD Sarwate, K Sinha
Journal of Machine Learning Research 14, 2013
1862013
Near-optimal differentially private principal components
K Chaudhuri, A Sarwate, K Sinha
Advances in neural information processing systems 25, 2012
1772012
The Impact of Mobility on Gossip Algorithms
AD Sarwate, AG Dimakis
IEEE Transactions on Information Theory 58 (3), 1731 - 1742, 2012
1042012
Social learning and distributed hypothesis testing
A Lalitha, T Javidi, AD Sarwate
IEEE Transactions on Information Theory 64 (9), 6161-6179, 2018
962018
Social learning and distributed hypothesis testing
A Lalitha, A Sarwate, T Javidi
2014 IEEE International Symposium on Information Theory, 551-555, 2014
842014
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
812016
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
722017
Exact emulation of a priority queue with a switch and delay lines
AD Sarwate, V Anantharam
Queueing Systems 53, 115-125, 2006
672006
A rate-disortion perspective on local differential privacy
AD Sarwate, L Sankar
2014 52nd Annual Allerton Conference on Communication, Control, and …, 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
622014
Randomized requantization with local differential privacy
S Xiong, AD Sarwate, NB Mandayam
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
572016
Learning from data with heterogeneous noise using sgd
S Song, K Chaudhuri, A Sarwate
Artificial Intelligence and Statistics, 894-902, 2015
432015
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
422018
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
372008
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Articles 1–20