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Št. zadetkov: 3
Distributed Markov chain Monte Carlo
Lawrence Murray
Video in druga učna gradiva
Oznake: computer science;machine learning;monte carlo methods;markov processes
We consider the design of Markov chain Monte Carlo (MCMC) methods for large-scale, distributed, heterogeneous compute facilities, with a focus on synthesising sample sets across multiple runs performed in parallel. While theory suggests that many independent Markov chains may be run and their sample ...
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)
Opportunities for cosmology to meet machine learning
Phil Marshall , Bernhard Schölkopf , Rob Fergus , Neil D. Lawrence , David W. Hogg , Alexandre Refregier , Jean-Luc Starck , Robert Lupton , Iain Murray
Video in druga učna gradiva
Oznake: astronomy;cosmology;computer science;machine learning
Leto: 2011 Vir: videolectures.net
Št. zadetkov: 3
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