Sr. Principal 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.
Three papers to appear at AISTATS 2019.4 January 2019
Talk on Thresholding based Methods for Robust Learning at TIFR Workshop on Machine Learning slides3 January 2019
Tutorial on Non-convex Optimization at CODS-COMAD Conference slides27 December 2018
Talk at ICTS Workshop on Theoretical Basis for Machine Learning slides6 September 2018
Our three papers to appear at NIPS-2018.30 July 2018
Our paper on FlashProfile to appear at OOPSLA-2018.30 June 2018
Presented our paper on Differentially Private Matrix Completion at ICML-2018.30 June 2018
Presented two papers at COLT 2018.30 April 2018
Two papers presented ICLR 2018.