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Bayesian Analysis in Natural Language Processing - Synthesis Lectures on Human Language Technologies Shay Cohen 2 Revised edition
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Bayesian Analysis in Natural Language Processing - Synthesis Lectures on Human Language Technologies
Shay Cohen
Covers the methods and algorithms that are needed to fluently read Bayesian learning papers in natural language processing (NLP) and to do research in the area. The authors explore inference techniques such as Markov chain Monte Carlo sampling and variational inference, Bayesian estimation, and nonparametric modelling.
343 pages
| Mediji | Grāmatas Paperback Book (Grāmata ar mīksto vāku un līmēto muguru) |
| Izlaists | 2019. gada 9. aprīlis |
| ISBN13 | 9781681735269 |
| Izdevēji | Morgan & Claypool Publishers |
| Lapas | 343 |
| Izmēri | 150 × 220 × 10 mm · 516 g (Svars (aptuveni)) |
| Valoda | Angļu |
| Sērijas redaktors | Hirst, Graeme |
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