Elements of Sequential Monte Carlo: Foundations and Trends® in Machine Learning
Autor Christian A. Naesseth, Fredrik Lindsten, Thomas B. Schönen Limba Engleză Paperback – 11 noi 2019
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Specificații
ISBN-13: 9781680836325
ISBN-10: 1680836323
Pagini: 136
Dimensiuni: 156 x 234 x 8 mm
Greutate: 0.2 kg
Editura: Now Publishers Inc
Seria Foundations and Trends® in Machine Learning
ISBN-10: 1680836323
Pagini: 136
Dimensiuni: 156 x 234 x 8 mm
Greutate: 0.2 kg
Editura: Now Publishers Inc
Seria Foundations and Trends® in Machine Learning
Descriere
Sequential Monte Carlo is a technique for solving statistical inference problems recursively. This book shows how this powerful technique can be applied to machine learning problems such as probabilistic programming, variational inference and inference evaluation.