Sarthak Mittal

I am a visiting research intern under the supervision of Prof. Yoshua Bengio.

I like to work in the field of Generative Modelling of data using Deep Generative Models, especially models related to Variational Autoencoders and Generative Adversarial Networks. Apart from Deep Networks, I am also interested in more classical Bayesian Machine Learning especially topics relating to Bayesian Nonparametrics, Variational Inference and MCMC Sampling.

I also work in Deep Learning Theory, especially the study of overparameterized models and generalization in Deep Learning.