統計的機械学習（テキスト）
Statistical Machine Learning
A Unified Framework
Chapman & Hall/CRC Texts in Statistical Science
Golden, Richard
- 出版社：CRC Press
- 出版年月：2020年 07月
- ISBN：9781138484696
- 装丁：HRD
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装丁について
- 言語：ENG
- 巻数・ページ数：506 p.
- DDC分類：006.31
- 内容紹介：
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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.