Gaussian Processes for Machine Learning

200510,413 citationsBook

Authors

Carl Edward Rasmussen · Max Planck Institute for Biological Cybernetics

Abstract

A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.

Topics & Keywords

Gaussian Processes and Bayesian Inference Neural Networks and Applications Scientific Research and Discoveries

Publication Details

Published in: The MIT Press eBooks

DOI: 10.7551/mitpress/3206.001.0001

Field-Weighted Citation Impact: 60.22

Command Palette

Gaussian Processes for Machine Learning

Authors

Abstract

Topics & Keywords

Publication Details