Anand Sarwate

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Sergey PlisTReNDS center: GSU, Emory, and GATechVerified email at gsu.edu
Kamalika ChaudhuriUCSD, MetaVerified email at ucsd.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
Waheed U. BajwaProfessor of Electrical & Computer Engineering and Statistics, Rutgers UniversityVerified email at rutgers.edu
Sidharth (Sid) JaggiProfessor, School of Mathematics, University of BristolVerified email at bristol.ac.uk
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
Bikash DeyProfessor of Electrical Engineering, IIT BombayVerified email at ee.iitb.ac.in
Zahra ShakeriResearch Scientist at MetaVerified email at rutgers.edu
Rogers F SilvaTReNDS Center (Translational Research in Neuroimaging and Data Science); GSU/GATech/EmoryVerified email at gsu.edu
Anna ScaglioneProfessor of Electrical and Computer Engineering, Cornell UniversityVerified email at cornell.edu
Mehmet Ercan YildizLinkedInVerified email at cornell.edu
Lalitha SankarProfessor, School of Electrical, Computer and Energy Engineering, Arizona State UniversityVerified email at asu.edu
Mohsen GhassemiJ.P. Morgan AI ResearchVerified email at jpmorgan.com
sandeep pantaSoftware engineerVerified email at gsu.edu
Konstantinos NikolakakisYale UniversityVerified email at yale.edu

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	1736	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	821	2013
Broadcast gossip algorithms for consensus TC Aysal, ME Yildiz, AD Sarwate, A Scaglione Signal Processing, IEEE Transactions on 57 (7), 2748-2761, 2009	568	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	272	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	272	2006
Geographic gossip: Efficient averaging for sensor networks ADG Dimakis, AD Sarwate, MJ Wainwright Signal Processing, IEEE Transactions on 56 (3), 1205-1216, 2008	241	2008
A near-optimal algorithm for differentially-private principal components. K Chaudhuri, AD Sarwate, K Sinha Journal of Machine Learning Research 14, 2013	202	2013
Social learning and distributed hypothesis testing A Lalitha, T Javidi, AD Sarwate IEEE Transactions on Information Theory 64 (9), 6161-6179, 2018	188	2018
Near-optimal differentially private principal components K Chaudhuri, A Sarwate, K Sinha Advances in neural information processing systems 25, 2012	185	2012
The Impact of Mobility on Gossip Algorithms AD Sarwate, AG Dimakis IEEE Transactions on Information Theory 58 (3), 1731 - 1742, 2012	106	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	92	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	84	2017
A rate-disortion perspective on local differential privacy AD Sarwate, L Sankar 2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014	66	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	66	2014
Exact emulation of a priority queue with a switch and delay lines AD Sarwate, V Anantharam Queueing Systems 53 (3), 115-125, 2006	65	2006
Randomized requantization with local differential privacy S Xiong, AD Sarwate, NB Mandayam 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016	64	2016
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	49	2018
Learning from data with heterogeneous noise using sgd S Song, K Chaudhuri, A Sarwate Artificial Intelligence and Statistics, 894-902, 2015	44	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	39	2008
Robust and adaptive communication under uncertain interference AD Sarwate University of California, Berkeley, 2008	38	2008

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