Anand Sarwate
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Differentially private empirical risk minimization
K Chaudhuri, C Monteleoni, AD Sarwate
Journal of machine learning research: JMLR 12, 1069, 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
Broadcast gossip algorithms for consensus
TC Aysal, ME Yildiz, AD Sarwate, A Scaglione
Signal Processing, IEEE Transactions on 57 (7), 2748-2761, 2009
Geographic gossip: Efficient aggregation for sensor networks
AG Dimakis, AD Sarwate, MJ Wainwright
Proceedings of the 5th international conference on Information processing in …, 2006
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
Geographic gossip: Efficient averaging for sensor networks
ADG Dimakis, AD Sarwate, MJ Wainwright
Signal Processing, IEEE Transactions on 56 (3), 1205-1216, 2008
A near-optimal algorithm for differentially-private principal components.
K Chaudhuri, AD Sarwate, K Sinha
Journal of Machine Learning Research 14, 2013
Near-optimal differentially private principal components
K Chaudhuri, A Sarwate, K Sinha
Advances in neural information processing systems 25, 2012
Social learning and distributed hypothesis testing
A Lalitha, T Javidi, AD Sarwate
IEEE Transactions on Information Theory 64 (9), 6161-6179, 2018
The Impact of Mobility on Gossip Algorithms
AD Sarwate, AG Dimakis
IEEE Transactions on Information Theory 58 (3), 1731 - 1742, 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
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
Exact emulation of a priority queue with a switch and delay lines
AD Sarwate, V Anantharam
Queueing Systems 53 (3), 115-125, 2006
Randomized requantization with local differential privacy
S Xiong, AD Sarwate, NB Mandayam
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
A rate-disortion perspective on local differential privacy
AD Sarwate, L Sankar
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
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
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
Learning from data with heterogeneous noise using sgd
S Song, K Chaudhuri, A Sarwate
Artificial Intelligence and Statistics, 894-902, 2015
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
Robust and adaptive communication under uncertain interference
AD Sarwate
University of California, Berkeley, 2008
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