# Gaussian Processes for Machine Learning

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- Authors: [Carl Edward Rasmussen](https://www.bookquiver.com/carl-edward-rasmussen), [Christopher K. I. Williams](https://www.bookquiver.com/chris-williams)
- Language: en_US
- Published: 2005-11-23

## Description

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

## Editions

### Gaussian Processes for Machine Learning

- Publisher: the_mit_press
- ISBN: 978-02-6218-253-9
- Pages: 272
- Published: 2005-11-23
- Language: en_US