Elements of Sequential Monte Carlo

Elements of Sequential Monte Carlo

Autor
Christian A. Naesseth Fredrik Lindsten Thomas B. Schoen
Editura
Now Publishers Inc
An publicare
2019
Nr. Pagini
134
ISBN
9781680836325
Categorii
In Limbi Străine
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Descriere

Written in a tutorial style, this monograph introduces the basics of Sequential Monte Carlo, discusses practical issues, and reviews theoretical results before guiding the reader through a series of advanced topics to give a complete overview of the topic and its application to machine learning problems.

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