Density ratio estimation in machine learning

• Material Type: 図書
• ISBN: 9780521190176 (hardback); 0521190177 (hardback)
• Title: Density ratio estimation in machine learning
• Author/Editor: Masashi Sugiyama, Taiji Suzuki, Takafumi Kanamori.
• Author Heading: 杉山, 将 スギヤマ, マサシ ( 01139517 )Authorities; 鈴木, 大慈 スズキ, ダイジ ( 001213547 )Authorities; 金森, 敬文 カナモリ, タカフミ ( 01057443 )Authorities
• Publication, Distribution, etc.: Cambridge : Cambridge University Press
• Publication Date: 2012.
• Publication Date (W3CDTF): 2012
• Extent: xii, 329 p.
• Other physical details: ill.
• Size: 24 cm.
• Place of Publication (Country Code): GB
• Text Language Code: eng
• Subject Heading: Estimation theory.; Machine learning.
• LCC: QA276.8
• DDC: 006.3/1
• NDLC: MA211
• Target Audience: 一般
• Note (Bibliography): Includes bibliographical references (p. 309-325) and index.
• Collection (particular): 日本関係外国語図書
• Holding library: 国立国会図書館
• Call No.: MA211-B117
• Data Provider (Database): 国立国会図書館 : 国立国会図書館蔵書; https://ndlsearch.ndl.go.jp
• Bibliographic ID (NDL): 023505331; http://id.ndl.go.jp/bib/023505331
• LC Control Number: 2011051726; https://lccn.loc.gov/2011051726
• OCLC No.: 757931191; https://www.worldcat.org/oclc/757931191
• Bibliographic Record Category (NDL): 211

• Contents: Part I. Density-Ratio Approach to Machine Learning: 1. IntroductionPart II. Methods of Density-Ratio Estimation: 2. Density estimation; 3. Moment matc...
• Summary, etc.: "Machine learning is an interdisciplinary field of science and engineering that studies mathematical theories and practical applications of systems th...