Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Richard Turner

Bayesian Neural Network Priors Revisited


Feb 12, 2021
Vincent Fortuin, Adrià Garriga-Alonso, Florian Wenzel, Gunnar Rätsch, Richard Turner, Mark van der Wilk, Laurence Aitchison


  Access Paper or Ask Questions

VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data


Jun 21, 2020
Chao Ma, Sebastian Tschiatschek, José Miguel Hernández-Lobato, Richard Turner, Cheng Zhang


  Access Paper or Ask Questions

Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model


Aug 14, 2019
Wenbo Gong, Sebastian Tschiatschek, Richard Turner, Sebastian Nowozin, José Miguel Hernández-Lobato, Cheng Zhang


  Access Paper or Ask Questions

Invariant Models for Causal Transfer Learning


Sep 24, 2018
Mateo Rojas-Carulla, Bernhard Schölkopf, Richard Turner, Jonas Peters

* Journal of Machine Learning Research. 19 (2018) 

  Access Paper or Ask Questions

Overpruning in Variational Bayesian Neural Networks


Jan 18, 2018
Brian Trippe, Richard Turner

* Presented the Advances in Approximate Bayesian Inference workshop at NIPS 2017 

  Access Paper or Ask Questions

Magnetic Hamiltonian Monte Carlo


Aug 19, 2017
Nilesh Tripuraneni, Mark Rowland, Zoubin Ghahramani, Richard Turner

* 34th International Conference on Machine Learning (ICML 2017) 

  Access Paper or Ask Questions

Improving the Gaussian Process Sparse Spectrum Approximation by Representing Uncertainty in Frequency Inputs


Mar 20, 2015
Yarin Gal, Richard Turner

* 13 pages, 3 figures 

  Access Paper or Ask Questions