Dataset Shift in Machine Learning - Neural Information Processing series - Joaquin Quinonero-candela - Books - MIT Press Ltd - 9780262170055 - December 12, 2008
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Dataset Shift in Machine Learning - Neural Information Processing series


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An overview of recent efforts in the machine learning community to deal with dataset and covariate shift, which occurs when test and training inputs and outputs have different distributions.


248 pages, Illustrations, charts

Media Books     Hardcover Book   (Book with hard spine and cover)
Released December 12, 2008
ISBN13 9780262170055
Publishers MIT Press Ltd
Pages 248
Dimensions 261 × 210 × 21 mm   ·   704 g
Editor Lawrence, Neil D. (The University of Sheffield)
Editor Quinonero-Candela, Joaquin (Microsoft Research Ltd.)
Editor Schwaighofer, Anton (Microsoft Research Ltd.)
Editor Sugiyama, Masashi (Associate Professor, Tokyo Institute of Technology)

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