Using autograd to explore HMC.

Some problems with Neural Processes

A Link to resources for my tutorial.

Inference Generation Tradeoffs in VAEs

Visualising Importance Sampling implied distributions.

AVB Pytorch.

Working with VAEs in pytorch.

Discriminators as approximations of ratios of distributions

Using the Renyi Divergence in practice for doing VI.

Using the Renyi Alpha divergence in variational inference.