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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
| Mediji | Grāmatas Paperback Book (Grāmata ar mīksto vāku un līmēto muguru) |
| Izlaists | 2008. gada 16. decembris |
| ISBN13 | 9781601981844 |
| Izdevēji | now publishers Inc |
| Lapas | 324 |
| Izmēri | 234 × 157 × 20 mm · 453 g |
| Valoda | Angļu |
