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Wormhole Hamiltonian Monte Carlo

In machine learning and statistics, probabilistic inference involving multimodal distributions is quite difficult. This is especially true in high dimensional problems, where most existing algorithms cannot easily move from one mode to another. To address this issue, we propose a novel Bayesian infe...

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Détails bibliographiques
Publié dans:Proc AAAI Conf Artif Intell
Auteurs principaux: Lan, Shiwei, Streets, Jeffrey, Shahbaba, Babak
Format: Artigo
Langue:Inglês
Publié: 2014
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4386289/
https://ncbi.nlm.nih.gov/pubmed/25861551
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