Anand Sarwate

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Sergey PlisTReNDS center: GSU, Emory, and GATechVerificeret mail på gsu.edu
Vince D. CalhounDirector-Translational Research in Neuroimaging and Data Science (TReNDS;GSU/GAtech/Emory)Verificeret mail på gsu.edu
Kamalika ChaudhuriUCSD, MetaVerificeret mail på ucsd.edu
Michael GastparProfessor, Ecole Polytechnique Fédérale (EPFL), SwitzerlandVerificeret mail på epfl.ch
Hafiz ImtiazGraduate Student, Rutgers UniversityVerificeret mail på rutgers.edu
Sidharth (Sid) JaggiProfessor, School of Mathematics, University of BristolVerificeret mail på bristol.ac.uk
Waheed U. BajwaProfessor of Electrical & Computer Engineering and Statistics, Rutgers UniversityVerificeret mail på rutgers.edu
Michael LangbergUniversity at BuffaloVerificeret mail på buffalo.edu
Alexandros G DimakisProfessor, ECE University of Texas at AustinVerificeret mail på austin.utexas.edu
Jessica TurnerThe Ohio State University, Wexner Medical CenterVerificeret mail på osumc.edu
Bikash DeyProfessor of Electrical Engineering, IIT BombayVerificeret mail på ee.iitb.ac.in
Claire MonteleoniINRIA & University of Colorado BoulderVerificeret mail på colorado.edu
sandeep pantaSoftware engineerVerificeret mail på gsu.edu
Zahra ShakeriResearch Scientist at MetaVerificeret mail på rutgers.edu
Rogers F SilvaTReNDS Center (Translational Research in Neuroimaging and Data Science); GSU/GATech/EmoryVerificeret mail på gsu.edu
Anna ScaglioneProfessor of Electrical and Computer Engineering, Cornell UniversityVerificeret mail på cornell.edu
Mehmet Ercan YildizLinkedInVerificeret mail på cornell.edu
Mohsen GhassemiJ.P. Morgan AI ResearchVerificeret mail på jpmorgan.com
Lalitha SankarProfessor, School of Electrical, Computer and Energy Engineering, Arizona State UniversityVerificeret mail på asu.edu
Konstantinos NikolakakisYale UniversityVerificeret mail på yale.edu

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Anand Sarwate

Associate Professor, Rutgers University

Verificeret mail på rutgers.edu - Startside

Distributed Information Processing Information Theory Signal Processing Machine Learning Privacy


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
Differentially private empirical risk minimization K Chaudhuri, C Monteleoni, AD Sarwate Journal of machine learning research: JMLR 12, 1069, 2011	1821	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	877	2013
Broadcast gossip algorithms for consensus TC Aysal, ME Yildiz, AD Sarwate, A Scaglione Signal Processing, IEEE Transactions on 57 (7), 2748-2761, 2009	576	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	279	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	245	2008
A near-optimal algorithm for differentially-private principal components. K Chaudhuri, AD Sarwate, K Sinha Journal of Machine Learning Research 14, 2013	209	2013
Social learning and distributed hypothesis testing A Lalitha, T Javidi, AD Sarwate IEEE Transactions on Information Theory 64 (9), 6161-6179, 2018	199	2018
Near-optimal differentially private principal components K Chaudhuri, A Sarwate, K Sinha Advances in neural information processing systems 25, 2012	192	2012
The Impact of Mobility on Gossip Algorithms AD Sarwate, AG Dimakis IEEE Transactions on Information Theory 58 (3), 1731 - 1742, 2012	107	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	99	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	86	2017
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	69	2014
Randomized requantization with local differential privacy S Xiong, AD Sarwate, NB Mandayam 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016	67	2016
A rate-disortion perspective on local differential privacy AD Sarwate, L Sankar 2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014	67	2014
Exact emulation of a priority queue with a switch and delay lines AD Sarwate, V Anantharam Queueing Systems 53 (3), 115-125, 2006	67	2006
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
Robust and adaptive communication under uncertain interference AD Sarwate University of California, Berkeley, 2008	40	2008
Privacy technology to support data sharing for comparative effectiveness research: a systematic review X Jiang, AD Sarwate, L Ohno-Machado Medical care 51, S58-S65, 2013	39	2013

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