I am a second year PhD student in the Computer Science department at Stanford University where I am fortunate to be co-advised by Prof. Gregory Valiant and Prof. Moses Charikar. I am interested in problems in the area of theoretical machine learning and optimization.
Prior to that, I obtained my Masters in Computer Science from Stanford University and Bachelors in Computer Science from IIT Delhi.
Exploiting Numerical Sparsity for Efficient Learning :
Faster Eigenvector Computation and Regression
N. Gupta, and A. Sidford. NIPS 2018
Local Guarantees in Graph Cuts and Clustering
M. Charikar, N. Gupta, and R. Schwartz. IPCO 2017
C2P: Co-operative Caching in Distributed Storage Systems
S. Nadgowda, R. Sreenivas, S. Gupta, N. Gupta, and A. Verma. ICSOC 2014