Hi! I am a PhD student at Idiap Research Institute & EPFL in Switzerland, where I am advised by Prof. François Fleuret. My research involves using the local geometry of deep neural networks to gain insight into model functionality. I also briefly worked as a research intern at Qualcomm AI Research.
Prior to this, I completed my Masters (by Research) at the Indian Institute of Science (IISc), where I was advised by Prof. Venkatesh Babu. During this time I worked on model compression of deep neural networks.
Research interests: interpretability, robustness & uncertainty quantification, model compression, generative modelling, theory of deep learning
You can find my CV here. (Last Updated: October 2020)