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Algorithms
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Asignación Latente de Dirichlet
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27por Mano, Shuhei“…Specifically, it discusses the intersection of three subjects that are generally studied independently of each other: partitions, hypergeometric systems, and Dirichlet processes. The Gibbs partition is a family of measures on integer partition, and several prior processes, such as the Dirichlet process, naturally appear in connection with infinite exchangeable Gibbs partitions. …”
Publicado 2018
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28“…Using contemporary concepts, this book describes the interaction between Dirichlet series and holomorphic functions in high dimensions.…”
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29por Yamato, Hajime“…This book focuses on the properties associated with the Dirichlet process, describing its use a priori for nonparametric inference and the Bayes estimate to obtain limits for the estimable parameter. …”
Publicado 2020
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Enlace del recurso
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30“…Here we apply Latent Dirichlet Allocation (LDA), a technique for language modeling, which decomposes the microbial communities into a set of topics (non-mutually-exclusive sub-communities) that compactly represent the distribution of full communities. …”
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Online Artículo Texto -
31“…To improve the predictability of complex computational models in the experimentally-unknown domains, we propose a Bayesian statistical machine learning framework utilizing the Dirichlet distribution that combines results of several imperfect models. …”
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Online Artículo Texto -
32“…In these applications the spectral shift function is determined in an explicit form with the help of (energy parameter dependent) Dirichlet-to-Neumann maps.…”
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Online Artículo Texto -
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36por Otway, Thomas H“…This text examines various Dirichlet problems that can be formulated for Keldysh-type equations, one of the two main classes of linear elliptic-hyperbolic equations. …”
Publicado 2012
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Enlace del recurso
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