Hugh Salimbeni

14 papers A* 4A 1Journal 7Unranked 1

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