ML Anthology

Salimbeni, Hugh

5 publications

ICML 2019 Deep Gaussian Processes with Importance-Weighted Variational Inference Hugh Salimbeni, Vincent Dutordoir, James Hensman, Marc Deisenroth
NeurIPS 2018 Gaussian Process Conditional Density Estimation Vincent Dutordoir, Hugh Salimbeni, James Hensman, Marc Deisenroth
AISTATS 2018 Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman
NeurIPS 2018 Orthogonally Decoupled Variational Gaussian Processes Hugh Salimbeni, Ching-An Cheng, Byron Boots, Marc Deisenroth
NeurIPS 2017 Doubly Stochastic Variational Inference for Deep Gaussian Processes Hugh Salimbeni, Marc Deisenroth