Fast Variational Learning in State-Space Gaussian Process Models

Fast Variational Learning in State-Space Gaussian Process Models

9 July 2020

William J. Wilkinson

Mohammad Emtiyaz Khan

Arno Solin

Papers citing "Fast Variational Learning in State-Space Gaussian Process Models"

7 / 7 papers shown

Title
Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling Xinxing Shi Xiaoyu Jiang Mauricio A. Álvarez BDL 83 0 0 22 May 2025
State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes William J. Wilkinson Paul E. Chang Michael Riis Andersen Arno Solin 42 13 0 12 Jul 2020
Doubly Sparse Variational Gaussian Processes Vincent Adam Stefanos Eleftheriadis N. Durrande A. Artemev J. Hensman 58 26 0 15 Jan 2020
Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era N. Durrande Vincent Adam L. Bordeaux Stefanos Eleftheriadis J. Hensman 39 26 0 26 Feb 2019
State Space Gaussian Processes with Non-Gaussian Likelihood H. Nickisch Arno Solin A. Grigorevskiy GP 24 32 0 13 Feb 2018
Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models Mohammad Emtiyaz Khan Wu Lin BDL 47 137 0 13 Mar 2017
Scalable Variational Gaussian Process Classification J. Hensman A. G. Matthews Zoubin Ghahramani BDL 70 644 0 07 Nov 2014