Researcher, Microsoft Research
Adjunct Faculty, IIT Kanpur
Contact: Microsoft Research Lab, “Vigyan”
#9, Lavelle Road
Bangalore 560 001 India
I am a member of the Machine Learning and Optimization and the Algorithms and Data Sciences Group at Microsoft Research, Bangalore, India. My research interests are in machine learning, non-convex optimization, high-dimensional statistics, and optimization algorithms in general. I am also interested in applications of machine learning to privacy, computer vision, text mining and natural language processing.
Earlier, I completed my PhD at the University of Texas at Austin under Prof. Inderjit S. Dhillon.
Our paper on FlashProfile to appear at OOPSLA-2018.30 June 2017
Presented our paper on Differentially Private Matrix Completion at ICML-2018.30 June 2017
Presented two papers at COLT 2018.30 April 2017
Two papers presented ICLR 2018.23 Dec 2017
Monograph on Non-convex Optimization for Machine Learning posted online.22 Sept 2017
Invited paper to appear at APLAS 2017.9 Sept 2017
Two papers to appear at NIPS 2017.12 Aug 2017
Presented four papers at ICML 2017. Papers available here.16 Jun 2017
Talk at Data Science @ SURI, EPFL.