I am a Research Fellow at Microsoft Research Lab - India mentored by Dr. Praneeth Netrapalli and Dr. Prateek Jain. My interests are in aspects of Large-Scale Optimization and Probability theory that arises in fundamental Machine Learning problems.
Currently, I am trying to understand the training dynamics of simple Neural Networks. Other topic that have caught my recent attention are Gradient flows in the space of probability measures and Manifold Optimization. I am also interested in High dimensional geometry, Statistics, Analysis and Physical sciences.
I will be joining Paul G. Allen School of Computer Science and Engineering at University of Washington as a graduate student from Fall 2019. You can find my resume here.