Variational Dropout and the Local Reparameterization Trick

Diederik P. Kingma, Tim Salimans, Max Welling

We investigate a local reparameterizaton technique for greatly reducing the variance of stochastic gradients for variational Bayesian inference (SGVB) of a posterior over model par…