I am a DPhil student in the AIMS centre for doctoral training supervised by Prof. Frank Wood and Prof. Yee Whye Teh. I am interested in improving learning in deep generative models, and developing new architectures and applications for them. I would like to be a contributor towards an “AlexNet moment” for DGMs. For most of the last year I have been working on distributed Bayesian learning using stochastic natural gradient expectation propagation applied to Bayesian neural networks.
Y. W. Teh,
Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation and the Posterior Server, 2015.