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On the Concentration Properties of Interacting Particle Processes - Foundations and Trends® in Machine Learning Pierre Del Moral
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On the Concentration Properties of Interacting Particle Processes - Foundations and Trends® in Machine Learning
Pierre Del Moral
Presents some new concentration inequalities for Feynman-Kac particle processes. The book analyses different types of stochastic particle models, including particle profile occupation measures, genealogical tree based evolution models, particle free energies, as well as backward Markov chain particle models.
176 pages
| 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 | 2012年1月26日 |
| ISBN13 | 9781601985125 |
| 出版社 | now publishers Inc |
| ページ数 | 176 |
| 寸法 | 156 × 234 × 10 mm · 254 g |
| 言語 | 英語 |
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