
Research
My research interests include machine learning and learning theory, in particular the study of ranking and other complex learning problems. I am also interested in applications of machine learning methods, particularly in the life sciences, and in connections between machine learning and other disciplines such as economics, operations research, and psychology. More broadly, I am excited by research at the intersection of computer science, mathematics, and statistics, and its ability to turn data into actionable insights in both natural and social sciences.
Publications
Research Group
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Institutional and International Initiatives
PhD Students
Alumni:
 Harikrishna Narasimhan (Postdoctoral Fellow, Harvard University)
 Arun Rajkumar (Research Scientist, Xerox Research)
 Harish Guruprasad Ramaswamy (Postdoctoral Fellow, University of Michigan)
Teaching
Professional Activities
 Workshop on Learning, Program on Stochastic Methods in Game Theory, NUS, Singapore, November 1720, 2015
 Dagstuhl Seminar on Mathematical and Computational Foundations of Learning Theory, Dagstuhl, Germany, Aug 30  Sep 4, 2015
 Organizing committee, IndoAmerican Kavli Frontiers of Science Symposium, Irvine, CA, USA, August 1012, 2015
 Senior program committee member, IJCAI 2015
 Program committee member, ICML 2015
 Symposium on Learning, Algorithms, and Complexity, IISc, Bangalore, January 59, 2015
 NIPS 2014 Workshop on Analysis of Rank Data: Confluence of Social Choice, Operations Research, and Machine Learning
 Senior program committee member, SDM 2015
 IndoUS Lectures Week in Machine Learning, Game Theory, and Optimization, IISc, Bangalore, January 710, 2014
 Program committee member, iWML 2013
 Program committee member, AISTATS 2013
 Program committee member, ICML 2013
 Bell Labs/IISc Workshop on Machine Learning, Security and Privacy, February 25, 2012
 Program committee member, ICML 2012
 Senior program committee member, PAKDD 2012
 Senior program committee member, AAAI 2011
 Program committee member, SDM 2011
 IndoUS Symposium on New Directions in Machine Learning, Game Theory, and Optimization, Bangalore, November 2010
 Workshop on The Mathematics of Ranking at the
American Institute of Mathematics,
August 2010
 Tutorial on ranking methods in machine learning at SDM 2010
 Program committee member, COLT 2010
 Program committee member, ICML 2010
 NIPS 2009 Workshop on Advances in Ranking
 Program committee member, ICML 2009

