High-Dimensional Gaussian Process Bandits Josip Djolonga ETH Z¨urich

Source URL: las.inf.ethz.ch

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING Int.J.Adapt.Control Signal Process. 2003; 17:1–16 Bayesian Regression and Classification Using Mixtures of Gaussian Processes J.Q. Shi,1 2 R. Murray-Smit

Source URL: www.dcs.gla.ac.uk

Journal of Machine Learning Research–1959 Submitted 10/05; PublishedA Unifying View of Sparse Approximate Gaussian Process Regression

Source URL: jmlr.org

• Mathematical analysis
• Statistical theory
• Probability theory
• Normal distribution
• Stable distributions
• Multivariate normal distribution
• Regression analysis
• Gaussian process
• Kalman filter

1 On the relation between Gaussian process quadratures and sigma-point methods arXiv:1504.05994v1 [stat.ME] 22 Apr 2015

Source URL: arxiv.org

Distributed Gaussian Processes Marc Deisenroth Department of Computing Imperial College London http://wp.doc.ic.ac.uk/sml/marc-deisenroth Gaussian Process Summer School, University of Sheffield

Source URL: www.doc.ic.ac.uk

Transformations of Gaussian Process Priors Roderick Murray-Smith12 and Barak A. Pearlmutter2 1 Department of Computing Science, University of Glasgow, Scotland 2

Source URL: www.dcs.gla.ac.uk

High-Dimensional Gaussian Process Bandits Josip Djolonga ETH Z¨urich

Source URL: las.inf.ethz.ch

J Neurophysiol 102: 614 – 635, 2009. First published April 8, 2009; doi:jnInnovative Methodology Gaussian-Process Factor Analysis for Low-Dimensional Single-Trial Analysis

Source URL: stat.columbia.edu

University of California, Irvine Statistics Seminar Adaptive Geometric Monte Carlos Using Gaussian Process Emulation for Computation Intensive Models Shiwei Lan

Source URL: www.stat.uci.edu

Fast Gaussian Process Methods for Point Process Intensity Estimation John P. Cunningham Department of Electrical Engineering, Stanford University, Stanford, CA, USAJCUNNIN @ STANFORD . EDU

Source URL: stat.columbia.edu