论文信息 - Gaussian Processes: A Quick Introduction

Gaussian Processes: A Quick Introduction

A gentle introduction to Gaussian processes (GPs). The three parts of the document consider GPs for regression, classification, and dimensionality reduction.

Mark Ebden | M. Ebden

[1] Carl E. Rasmussen,et al. Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.

[2] John Skilling,et al. Data Analysis-A Bayesian Tutorial: Second Edition , 2006 .

[3] Doreen Eichel,et al. Data Analysis A Bayesian Tutorial , 2016 .

[4] Christopher M. Bishop,et al. Neural networks and machine learning , 1998 .