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.
Our 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.
23 Dec 2017Monograph on Non-convex Optimization for Machine Learning posted online.
22 Sept 2017Invited paper to appear at APLAS 2017.
9 Sept 2017Two papers to appear at NIPS 2017.
12 Aug 2017Presented four papers at ICML 2017. Papers available here.