Impact of Parameter Sparsity on Stochastic Gradient MCMC Methods for Bayesian Deep Learning

Meet P. Vadera, Adam D. Cobb, Brian Jalaian +1

Bayesian methods hold significant promise for improving the uncertainty quantification ability and robustness of deep neural network models. Recent research has seen the investigat…