Ph.D. student at MLL Lab, International Institute of Information Technology, Hyderabad, advised by Prof. Sujit Gujar.
Prior to this, I completed my under-graduation from Indian Institute of Technology, Jodhpur in Electrical Engineering. Complete CV
I also work as a part-time mentor for AI/ML program.
Primarily I work towards using Machine Learning (ML) techniques to model game theoretic mechanisms. I also am interested in understanding the optimization of GANs with game theoretic perspective.
It is a significant challenge to incorporate non-decomposable losses within the learning framework. I am trying to solve this problem in the context of Fairness in ML. Finally, I am also interested in exploring the techniques of Progressive Batching for various first-order or second-order optimization methods.