Variational bayesian learning theory
Auteur :
Nakajima, Shinichi / Watanabe, Kazuho / Sugiyama, Masashi
Éditeur :
Cambridge University Press
ISBN :
9781107430761
Date de publication :
6 févr. 2025
Dimensions :
22,9 x 15,2 x 3,2 cm
Poids :
897 g
Format :
Trade paperback (US)
Langue :
Anglais
Pays d'origine :
Grande Bretagne
Designed for researchers and graduate students in machine learning, this book introduces the theory of variational Bayesian learning, a popular machine learning method, and suggests how to make use of it in practice. Detailed derivations allow readers to follow along without prior knowledge of the specific mathematical techniques.