Anand D. Sarwate

Assistant Professor

ECE

Phone:(848) 445-8516
Fax:
Email:anand.sarwate@rutgers.edu
Office:CoRE 517
Website: http://www.ece.rutgers.edu/~asarwate/

Education

Ph.D., Electrical Engineering, University of California, Berkeley, 2008
M.S., Electrical Engineering, University of California, Berkeley, 2005
B.S., Mathematics, Massachusetts Institute of Technology, 2002
B.S., Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 2002

Research Interests

  • Distributed optimization and signal processing
  • Machine learning and statistics
  • Information theory
  • Privacy-preserving data analysis

Selected Publications

Recent Journal Papers

  1. K. Chaudhuri, A.D. Sarwate, K. Sinha, A Near-Optimal Algorithm for Differentially-Private Principal Components, Journal of Machine Learning Research 14: pp. 2905--2943, September 2013. [BibTeX entry]
  2. A.D. Sarwate, K. Chaudhuri, Signal processing and machine learning with differential privacy: theory, algorithms, and challenges, IEEE Signal Processing Magazine 30(5): pp. 86--94, September 2013. [BibTeX entry]
  3. X. Jiang, A.D. Sarwate, L. Ohno-Machado, Privacy Technology to Share Data for Comparative Effectiveness Research : a systematic review, Medical Care 51(8 Suppl. 3): pp. S58--S65, August 2013. [BibTeX entry]
  4. B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Upper Bounds on the Capacity of Binary Channels with Causal Adversaries, IEEE Transactions on Information Theory 59(6): pp. 3753--3763, June 2013. [BibTeX entry]
  5. A.D. Sarwate, S. Checkoway, H. Shacham, Risk-Limiting Audits and the Margin of Victory in Nonplurality Elections, Statistics, Politics and Policy 3(3): pp. 29--64, December 2012. [BibTeX entry]
  6. S.A. Vinterbo, A.D. Sarwate, A. Boxwala, Protecting Count Queries in Study Design, Journal of the American Medical Informatics Association 19(5): pp. 750--757, September 2012. [BibTeX entry] [Local/OA version]
  7. A.D. Sarwate, A.G. Dimakis, The Impact of Mobility on Gossip Algorithms, IEEE Transactions on Information Theory 58(3): pp. 1731--1742, March 2012. [BibTeX entry] [Local/OA version]
  8. A.D. Sarwate, M. Gastpar, List-Decoding for the Arbitrarily Varying Channel Under State Constraints, IEEE Transactions on Information Theory 58(3): pp. 1372--1384, March 2012. [BibTeX entry] [Local/OA version]
  9. K. Chaudhuri, C. Monteleoni, A.D. Sarwate, Differentially private empirical risk minimization, Journal of Machine Learning Research 12: pp. 1069--1109, March 2011. [BibTeX entry] [Local/OA version]

Recent Conference Papers

  1. V.M. Prabhakaran, A.D. Sarwate, Assisted Sampling of Correlated Sources, Proceedings of the 2013 IEEE International Symposium on Information Theory (ISIT), July 2013. [BibTeX entry]
  2. A.D. Sarwate, Merging Opinions by Social Sampling of Posteriors, Proceedings of the 50th Annual Allerton Conference on Communication, Control and Computation, October 2012. [BibTeX entry]
  3. B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Improved Upper Bounds on the Capacity of Binary Channels with Causal Adversaries, Proceedings of the 2012 IEEE International Symposium on Information Theory (ISIT), July 2012. [BibTeX entry]
  4. A.D. Sarwate, An AVC perspective on correlated jamming, Proceedings of the International Conference on Signal Processing and Communications (SPCOM 2012), July 2012. [BibTeX entry]
  5. A.D. Sarwate, T. Javidi, Distributed learning from social sampling, Proceedings of the 46th Annual Conference on Information Sciences and Systems (CISS), March 2012. [BibTeX entry]
  6. A.D. Sarwate, T. Javidi, Opinion Dynamics and Distributed Learning of Distributions, Proceedings of the 49th Annual Allerton Conference on Communication, Control and Computation, September 2011. [BibTeX entry]

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