Hugh Salimbeni

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 13

Top Topics

Stochastic Differential Equations

Hyperparameters

Conditional Density Estimation

Variational Inference

Top Venues

Publications

Vincent Dutordoir, Hugh Salimbeni, Eric Hambro, John McLeod, Felix Leibfried, Artem Artemev, Mark van der Wilk, James Hensman, Marc Peter Deisenroth, S. T. John
GPflux: A Library for Deep Gaussian Processes. CoRR (2021)
Martin Jørgensen, Marc Peter Deisenroth, Hugh Salimbeni
Stochastic Differential Equations with Variational Wishart Diffusions. ICML (2020)
Martin Jørgensen, Marc Peter Deisenroth, Hugh Salimbeni
Stochastic Differential Equations with Variational Wishart Diffusions. CoRR (2020)
Hugh Salimbeni, Vincent Dutordoir, James Hensman, Marc Peter Deisenroth
Deep Gaussian Processes with Importance-Weighted Variational Inference. ICML (2019)
Hugh Salimbeni, Vincent Dutordoir, James Hensman, Marc Peter Deisenroth
Deep Gaussian Processes with Importance-Weighted Variational Inference. CoRR (2019)
Vincent Dutordoir, Hugh Salimbeni, James Hensman, Marc Peter Deisenroth
Gaussian Process Conditional Density Estimation. NeurIPS (2018)
Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models. CoRR (2018)
Vincent Dutordoir, Hugh Salimbeni, Marc Peter Deisenroth, James Hensman
Gaussian Process Conditional Density Estimation. CoRR (2018)
Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models. AISTATS (2018)
Hugh Salimbeni, Ching-An Cheng, Byron Boots, Marc Peter Deisenroth
Orthogonally Decoupled Variational Gaussian Processes. CoRR (2018)
Hugh Salimbeni, Ching-An Cheng, Byron Boots, Marc Peter Deisenroth
Orthogonally Decoupled Variational Gaussian Processes. NeurIPS (2018)
Hugh Salimbeni, Marc Peter Deisenroth
Doubly Stochastic Variational Inference for Deep Gaussian Processes. NIPS (2017)
Nat Dilokthanakul, Pedro A. M. Mediano, Marta Garnelo, Matthew C. H. Lee, Hugh Salimbeni, Kai Arulkumaran, Murray Shanahan
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders. CoRR (2016)