anand dilip sarwate

Bio
I am a Research Assistant Professor at the Toyota Technological Institute at Chicago, a philanthropically endowed academic computer science institute located on the University of Chicago campus. From Fall 2008 to Fall 2011 I was a postdoctoral researcher at the Information Theory and Applications Center (ITA) at UC San Diego, which is part of the California Institute for Telecommunications and Information Technology (CALIT2). Prior to that I was a graduate student in the Sensory Information Processing and Communication group under Michael Gastpar, which is part of the Wireless Foundations Center in the Electrical Engineering and Computer Sciences (note the plural) department at UC Berkeley. I did my undergrad at MIT, where I earned B.S. degrees in Electrical Engineering and Mathematics. A bullet-point biography is contained in my CV. Some more of my thoughts can be found on my blog.
Research Interests
I am broadly interested in statistical algorithms applied to problems in distributed systems, communications, and privacy and security. Some recent and representative publications from the larger list are below.
Privacy, machine learning, and statistics
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]
K. Chaudhuri, A.D. Sarwate, K. Sinha, Near-Optimal Algorithms for Differentially-Private Principal Components, ArXiV report number arXiv:1207.2812 [stat.ML], December, 2012. [BibTeX entry]
X. Jiang, A.D. Sarwate, L. Ohno-Machado, Privacy Technology to Share Data for Comparative Effectiveness Research : a systematic review, To appear in Medical Care, December, 2012. [BibTeX entry]
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]
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]
N.P. Santhanam, M. Madiman, A.D. Sarwate, Redundancy of exchangeable estimators, Proceedings of the 48th Allerton Conference on Communication, Control, and Computing, 2010. [BibTeX entry]
Distributed information processing
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]
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]
T.C. Aysal, M.E. Yildiz, A.D. Sarwate, A. Scaglione, Broadcast Gossip Algorithms for Consensus, IEEE Transactions on Signal Processing 57(7): pp. pp.2748--2761, jul 2009. [BibTeX entry] [Local/OA version]
A.G. Dimakis, A.D. Sarwate, M.J. Wainwright, Geographic Gossip: Efficient Averaging for Sensor Networks, IEEE Transactions on Signal Processing 56(3): mar 2008. [BibTeX entry] [Local/OA version]
Information Theory and Communications
V.M. Prabhakaran, A.D. Sarwate, Assisted Sampling of Correlated Sources, To appear at ISIT 2013, . [BibTeX entry]
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 : 2013. [BibTeX entry]
A.D. Sarwate, M. Gastpar, Relaxing the Gaussian AVC, ArXiV report number arXiv:1204.2587v1 [cs.IT], September, 2012. [BibTeX entry]
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]
A.D. Sarwate, M. Gastpar, A little feedback can simplify sensor network cooperation, IEEE Journal of Selected Areas in Communication, Special Issue on Simple Wireless Sensor Networking Solutions 28(7): pp. 1159--1168, September 2010. [BibTeX entry] [Local/OA version]
M. Wigger, A.D. Sarwate, Linear Strategies for the Gaussian MAC With User Cooperation, Proceedings of the 48th Annual Allerton Conference on Communication, Control and Computation, September-October 2010. [BibTeX entry]