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, accepted to Statistics, Politics and Policy, January, 2012. [BibTeX entry]
X. Jiang, A.D. Sarwate, L. Ohno-Machado, Privacy Technology to Share Data for Comparative Effectiveness Research : a systematic review, submitted, March, 2012. [BibTeX entry]
S. Vinterbo, A.D. Sarwate, A. Boxwala, Protecting Count Queries in Study Design, revision accepted to the Journal of the American Medical Informatics Association, March, 2012. [BibTeX entry]
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]
N. Santhanam, M. Madiman, A.D. Sarwate, Redundancy of exchangeable estimators, Proceedings of the 48th Allerton Conference on Communication, Control, and Computing, 2010. [BibTeX entry]
Consensus in networks and distributed signal 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]
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, July 2009. [BibTeX entry]
A.G. Dimakis, A.D. Sarwate, M.J. Wainwright, Geographic Gossip: Efficient Averaging for Sensor Networks, IEEE Transactions on Signal Processing 56(3): March 2008. [BibTeX entry] [Local/OA version]
Communication and information theory
B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Upper Bounds on the Capacity of Binary Channels with Causal Adversaries, ArXiV report number arXiv:1204.2587v1 [cs.IT], April, 2012. [BibTeX entry]
A.D. Sarwate, Coding against myopic adversaries, Proceedings of the 2010 Information Theory Workshop, 2010. [BibTeX entry]
M. Wigger, A.D. Sarwate, Linear Strategies for the Gaussian MAC With User Cooperation, Proceedings of the 48th Annual Allerton Conference on Commununication, Control and Computation, September-October 2010. [BibTeX entry]
A.D. Sarwate, M. Gastpar, Rateless codes for AVC models, IEEE Transactions of Information Theory 56(7): pp. 3105--3114, July 2010. [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]