MCMC for Variationally Sparse Gaussian Processes

12 June 2015

Papers citing "MCMC for Variationally Sparse Gaussian Processes"

8 / 8 papers shown

Title
Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling Xinxing Shi Xiaoyu Jiang Mauricio A. Álvarez BDL 64 0 0 22 May 2025
Enabling scalable stochastic gradient-based inference for Gaussian processes by employing the Unbiased LInear System SolvEr (ULISSE) Maurizio Filippone Raphael Engler 41 31 0 22 Jan 2015
Scalable Variational Gaussian Process Classification J. Hensman A. G. Matthews Zoubin Ghahramani BDL 49 641 0 07 Nov 2014
Variational Inference for Gaussian Process Modulated Poisson Processes C. Lloyd Tom Gunter Michael A. Osborne Stephen J. Roberts 38 117 0 02 Nov 2014
Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes Yves-Laurent Kom Samo Stephen J. Roberts 25 35 0 24 Oct 2014
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models Y. Gal Mark van der Wilk C. Rasmussen 52 150 0 06 Feb 2014
Slice sampling covariance hyperparameters of latent Gaussian models Iain Murray Ryan P. Adams 92 232 0 04 Jun 2010
Elliptical slice sampling Iain Murray Ryan P. Adams D. MacKay 111 465 0 31 Dec 2009