Depen Morwani

Reinforcement Learning Theoretical Deep Learning

I have completed my B.tech in CSE from IITB in 2016. I have two years work experience in goldman sachs as a financial analyst, Following which i joined RBCDSAI as a project associate in the RL group under Prof. Nandhan sudarsanam & Prof. Ravindran Balaraman. Recently I have converted to a M.s. Scholar under Prof. Harish Guruprasad, Working in the area of theoretical Deep Learning.

publications

Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets

Depen Morwani , Harish G.Ramaswamy

33rd International Conference on Algorithmic Learning Theory (ALT) -2022

Inductive Bias of Gradient Descent for Exponentially Weight Normalized Smooth Homogeneous Neural Nets

Depen Morwani , Harish G. Ramaswamy

arXiv:2010.12909