Anand Sarwate

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Kamalika ChaudhuriProfessor of Computer Science, UCSD. Research Scientist, Meta AIVerified email at ucsd.edu
Sergey PlisTReNDS center: GSU, Emory, and GATechVerified email at gsu.edu
Vince D. CalhounDirector-Translational Research in Neuroimaging and Data Science (TReNDS;GSU/GAtech/Emory)Verified email at gsu.edu
Michael GastparProfessor, Ecole Polytechnique Fédérale (EPFL), SwitzerlandVerified email at epfl.ch
Hafiz ImtiazGraduate Student, Rutgers UniversityVerified email at rutgers.edu
Sidharth (Sid) JaggiProfessor, School of Mathematics, University of BristolVerified email at bristol.ac.uk
Waheed U. BajwaProfessor of Electrical & Computer Engineering and Statistics, Rutgers UniversityVerified email at rutgers.edu
Alexandros G DimakisProfessor, ECE University of Texas at AustinVerified email at austin.utexas.edu
Michael LangbergUniversity at BuffaloVerified email at buffalo.edu
Jessica TurnerThe Ohio State University, Wexner Medical CenterVerified email at osumc.edu
Claire MonteleoniINRIA & University of Colorado BoulderVerified email at colorado.edu
Zahra ShakeriResearch Scientist at MetaVerified email at rutgers.edu
Bikash DeyProfessor of Electrical Engineering, IIT BombayVerified email at ee.iitb.ac.in
Anna ScaglioneProfessor of Electrical and Computer Engineering, Cornell UniversityVerified email at cornell.edu
Mehmet Ercan YildizLinkedInVerified email at cornell.edu
Rogers F SilvaTReNDS Center (Translational Research in Neuroimaging and Data Science); GSU/GATech/EmoryVerified email at gsu.edu
Tara JavidiProfessor of Electrical and Computer Engineering, UCSDVerified email at eng.ucsd.edu
Shuang SongUniversity of California San DiegoVerified email at eng.ucsd.edu
Lalitha SankarProfessor, Arizona State UniversityVerified email at asu.edu
Mohsen GhassemiJ.P. Morgan AI ResearchVerified email at jpmorgan.com

Anand Sarwate

Associate Professor, Rutgers University

Verified email at rutgers.edu - Homepage

Distributed Information Processing Information Theory Signal Processing Machine Learning Privacy


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Differentially private empirical risk minimization K Chaudhuri, C Monteleoni, AD Sarwate Journal of machine learning research: JMLR 12, 1069, 2011	1563	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	706	2013
Broadcast gossip algorithms for consensus TC Aysal, ME Yildiz, AD Sarwate, A Scaglione Signal Processing, IEEE Transactions on 57 (7), 2748-2761, 2009	548	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	272	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	249	2013
Geographic gossip: Efficient averaging for sensor networks ADG Dimakis, AD Sarwate, MJ Wainwright Signal Processing, IEEE Transactions on 56 (3), 1205-1216, 2008	242	2008
A Near-Optimal Algorithm for Differentially-Private Principal Components. K Chaudhuri, AD Sarwate, K Sinha Journal of Machine Learning Research 14, 2013	186	2013
Near-optimal differentially private principal components K Chaudhuri, A Sarwate, K Sinha Advances in neural information processing systems 25, 2012	177	2012
The Impact of Mobility on Gossip Algorithms AD Sarwate, AG Dimakis IEEE Transactions on Information Theory 58 (3), 1731 - 1742, 2012	104	2012
Social learning and distributed hypothesis testing A Lalitha, T Javidi, AD Sarwate IEEE Transactions on Information Theory 64 (9), 6161-6179, 2018	96	2018
Social learning and distributed hypothesis testing A Lalitha, A Sarwate, T Javidi 2014 IEEE International Symposium on Information Theory, 551-555, 2014	84	2014
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	81	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	72	2017
Exact emulation of a priority queue with a switch and delay lines AD Sarwate, V Anantharam Queueing Systems 53, 115-125, 2006	67	2006
A rate-disortion perspective on local differential privacy AD Sarwate, L Sankar 2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014	62	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	62	2014
Randomized requantization with local differential privacy S Xiong, AD Sarwate, NB Mandayam 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016	57	2016
Learning from data with heterogeneous noise using sgd S Song, K Chaudhuri, A Sarwate Artificial Intelligence and Statistics, 894-902, 2015	43	2015
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	42	2018
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	38	2008

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