About Me

Hi, I am Kartik. I am a senior at the Department of Computer Science and Engineering at IIT-Hyderabad. I am fortunate to be advised by Dr.Vineeth N Balasubramanian, Dr. J Saketha Nath and Dr. Muthukamalli Vidyasagar.

Research

Broadly, I take an interest in theoretical Machine Learning. Specifically, I take an interest in using techniques from Learning theory and statsitics to prove guarantees on the robustness/privacy of ML models. I am presenty working on certain classes of problems in Optimization.

Publications

1. Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors
   ICML 2024 - Poster Arxiv
   CY Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li