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Graphical Models, Exponential Families, and Variational Inference - Foundations and Trends® in Machine Learning Martin J. Wainwright
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Graphical Models, Exponential Families, and Variational Inference - Foundations and Trends® in Machine Learning
Martin J. Wainwright
Working with exponential family representations, and exploiting the conjugate duality between the cumulant function and the entropy for exponential families, this book develops general variational representations of the problems of computing likelihoods, marginal probabilities and most probable configurations.
324 pages, black & white illustrations
| メディア | 書籍 Paperback Book (ソフトカバーで背表紙を接着した本) |
| リリース済み | 2008年12月16日 |
| ISBN13 | 9781601981844 |
| 出版社 | now publishers Inc |
| ページ数 | 324 |
| 寸法 | 234 × 157 × 20 mm · 453 g |
| 言語 | 英語 |