Statistical machine learning: a unified framework
Auteur :
Golden, Richard
Éditeur :
Taylor & Francis Ltd
ISBN :
9781138484696
Date de publication :
2 juil. 2020
Dimensions :
25,4 x 17,8 cm
Poids :
3170 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This book is a text intended for advanced undergraduates or graduate students which provides theoretical tools for analyzing and designing a large class of supervised, unsupervised, and reinforcement statistical machine learning algorithms using classical theorems from the fields of nonlinear optimization theory and mathematical statistics.