/VRbound

code release for the NIPS 2016 paper

Primary LanguageTeX

Vatiational Renyi Bound

Thank you for your interest in our paper:

Yingzhen Li and Richard E. Turner

Renyi Divergence Variational Inference

Neural Information Processing Systems (NIPS), 2016

Please consider citing the paper when any of the material is used for your research.

You will find the paper tex files, variational auto-encoder examples (implemented with numpy, autograd, and a modification of IWAE code), and a black-box implementation of Bayesian neural network here.

A tensorflow implementation for the variational auto-encoder with Renyi Divergence can be found in this repo.

If you have any questions, send me an email at yl494@cam.ac.uk.