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Density Ratio Estimation in Machine Learning This book introduces theories, methods and applications of density ratio estimation, a newly emerging paradigm in the machine learning community. Full description
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'There is no doubt that this book will change the way people think about machine learning and stimulate many new directions for research.' Thomas G. Dietterich, from the Foreword
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Machine learning is an interdisciplinary field of science and engineering that studies mathematical theories and practical applications of systems that learn. The book introduces theories, methods and applications of density ratio estimation. This is the first and definitive treatment of the entire framework of density ratio estimation.
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- PublisherCambridge University Press
- Publication date2012
- ISBN 10 0521190177
- ISBN 13 9780521190176
- BindingHardcover
- Number of pages342
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Density Ratio Estimation in Machine Learning by Sugiyama, Masashi, Suzuki, Taiji, Kanamori, Takafumi [Hardcover ]
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Book Description Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Machine learning is an interdisciplinary field of science and engineering that studies mathematical theories and practical applications of systems that learn. The book introduces theories, methods and applications of density ratio estimation. This is the fi. Seller Inventory # 446929409
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