Free-Form Variational Inference for Gaussian Process State-Space Models

20 February 2023

Papers citing "Free-Form Variational Inference for Gaussian Process State-Space Models"

7 / 7 papers shown

Title
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems Zhidi Lin Ying Li Feng Yin Juan Maroñas Alexandre Thiéry 93 0 0 24 Mar 2025
Variational multiple shooting for Bayesian ODEs with Gaussian processes Pashupati Hegde Çağatay Yıldız Harri Lähdesmäki Samuel Kaski Markus Heinonen 48 16 0 21 Jun 2021
Variational Orthogonal Features David R. Burt C. Rasmussen Mark van der Wilk BDL DRL 16 12 0 23 Jun 2020
Efficiently Sampling Functions from Gaussian Process Posteriors James T. Wilson Viacheslav Borovitskiy Alexander Terenin P. Mostowsky M. Deisenroth 23 163 0 21 Feb 2020
Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models Alessandro Davide Ialongo Mark van der Wilk J. Hensman C. Rasmussen 63 30 0 13 Jun 2019
Variational Fourier features for Gaussian processes J. Hensman N. Durrande Arno Solin VLM 43 200 0 21 Nov 2016
Gaussian Processes for Big Data J. Hensman Nicolò Fusi Neil D. Lawrence GP 68 1,226 0 26 Sep 2013