I am a Ph.D. student in the Computer Science department at the University of Maryland, College Park. I am interested in Machine Learning and Algorithms. My current research is about making deep neural networks robust against adversarial attacks. I have also worked on Approximation Algorithms and Hardness Results for Combinatorial Optimization problems. Before joining UMD, I completed my undergraduate studies at IIT Mandi and my master's at IIT Delhi.
Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness with Alexander Levine, Tom Goldstein, Soheil Feizi. Work under review, manuscript availble on arXiv.
Capacitated k-Center Problem with Vertex Weights. FSTTCS 2016.