Koopman-Equivariant Gaussian Processes

10 February 2025

Papers citing "Koopman-Equivariant Gaussian Processes"

11 / 61 papers shown

Title
Identification of Gaussian Process State Space Models Stefanos Eleftheriadis Tom Nicholson M. Deisenroth J. Hensman 55 112 0 30 May 2017
Safe Model-based Reinforcement Learning with Stability Guarantees Felix Berkenkamp M. Turchetta Angela P. Schoellig Andreas Krause 126 845 0 23 May 2017
Kernels for sequentially ordered data Franz J. Király Harald Oberhauser 189 134 0 29 Jan 2016
MCMC for Variationally Sparse Gaussian Processes J. Hensman A. G. Matthews Maurizio Filippone Zoubin Ghahramani 49 141 0 12 Jun 2015
Variational Gaussian Process State-Space Models R. Frigola Yutian Chen C. Rasmussen BDL 35 177 0 18 Jun 2014
Gaussian Processes for Big Data J. Hensman Nicolò Fusi Neil D. Lawrence GP 80 1,226 0 26 Sep 2013
Bayes procedures for adaptive inference in inverse problems for the white noise model B. Knapik Botond Szabó A. van der Vaart J. H. Zanten 46 81 0 17 Sep 2012
Bayesian inverse problems with Gaussian priors B. Knapik A. van der Vaart J. H. Zanten 74 225 0 14 Mar 2011
Slice sampling covariance hyperparameters of latent Gaussian models Iain Murray Ryan P. Adams 96 232 0 04 Jun 2010
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design Niranjan Srinivas Andreas Krause Sham Kakade Matthias Seeger 131 1,616 0 21 Dec 2009
Rates of contraction of posterior distributions based on Gaussian process priors Van der Vaart V. Zanten 137 427 0 18 Jun 2008