An introduction to MCMC for machine learning

This purpose of this introductory paper is threefold. First, it introduces the Monte Carlo method with emphasis on probabilistic machine learning. Second, it reviews the main building blocks of modern Markov chain Monte Carlo simulation, thereby providing and introduction to the remaining papers of...

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Main Authors: Andrieu, C, de Freitas, N, Doucet, A, Jordan, M
格式: Journal article
语言:English
出版: 2003