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Št. zadetkov: 2
Variational Inference over Combinatorial Spaces
Alexandre Bouchard-Côté
Video in druga učna gradiva
Oznake: mathematics;statistics
Since the discovery of sophisticated fully polynomial randomized algorithms for a range of #P problems (Karzanov et al., 1991; Jerrum et al., 2001; Wilson, 2004), theoretical work on approximate inference in combinatorial spaces has focused on Markov chain Monte Carlo methods. Despite their strong t ...
Leto: 2010 Vir: videolectures.net
Past, present and future of software for Bayesian inference
Erik Štrumbelj, Alexandre Bouchard-Côté, Jukka Corander, Andrew B. Gelman, Håvard Rue, Lawrence Murray, Henri Pesonen, Martyn Plummer, Aki Vehtari
Pregledni znanstveni članek
Oznake: statistika;analiza podatkov;MCMC;računske metode;probabilistično programiranje;statistics;data analysis;computation;probabilistic programming;
Software tools for Bayesian inference have undergone rapid evolution in the past three decades, following popularisation of the first generation MCMC-sampler implementations. More recently, exponential growth in the number of users has been stimulated both by the active development of new packages b ...
Leto: 2024 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Št. zadetkov: 2
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