Researcher, Microsoft Research
Adjunct Faculty, IIT Kanpur
Contact:
Microsoft Research Lab, “Vigyan”
#9, Lavelle Road
Bangalore 560 001 India
Email: prajain@microsoft.com
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.
Talk on Thresholding based Methods for Robust Learning at TIFR Workshop on Machine Learning slides
3 January 2019Tutorial on Non-convex Optimization at CODS-COMAD Conference slides
27 December 2018Talk at ICTS Workshop on Theoretical Basis for Machine Learning slides
6 September 2018Our three papers to appear at NIPS-2018.
6 September 2018Our three papers to appear at NIPS-2018.
30 July 2018Our paper on FlashProfile to appear at OOPSLA-2018.
30 June 2018Presented our paper on Differentially Private Matrix Completion at ICML-2018.
30 June 2018Presented two papers at COLT 2018.
30 April 2018Two papers presented ICLR 2018.