Adversarial Approaches to Bayesian Learning and Bayesian Approaches to Adversarial Robustness Ian Goodfellow, OpenAI Research Scientist NIPS 2016 Workshop on Bayesian Deep Learning Barcelona, 2016-12-10 (Goodfellow 2016) Speculation on Three Topics • Can we build a generative adversarial model of the posterior over parameters? • Adversarial variants of variational Bayes • Can Bayesian modeling sol