I am Amartya Sanyal, currently a D.Phil(PhD) student at the Department of Computer Science at the University of Oxford where I am advised by Prof. Varun Kanade and Prof. Phil H.S. Torr. I completed by Bachelor Of Technology in Computer Science And Engineering from the Indian Institute of Technology, Kanpur in 2017.
Currently, my research interests span theoretical and empirical investigation on the reliability of modern deep learning methods in aspects of robustness and generalization in the presence of noise. In particular, I look at the importance of proper regularizations and representation learning that can help to effectively improve these properties. My research also looks at improving privacy, calibration and computational efficiency of deep learning methods.
PhD in Computer Science, 2017-2021
University of Oxford
BTech in Computer Science, 2013-2017
I have had the opportunity to visit a few places and carry out my research there. Here is a list of the places I have visited.