Načítá se...

Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width

Gibbs sampling on factor graphs is a widely used inference technique, which often produces good empirical results. Theoretical guarantees for its performance are weak: even for tree structured graphs, the mixing time of Gibbs may be exponential in the number of variables. To help understand the beha...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Adv Neural Inf Process Syst
Hlavní autoři: De Sa, Christopher, Zhang, Ce, Olukotun, Kunle, Ré, Christopher
Médium: Artigo
Jazyk:Inglês
Vydáno: 2015
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4894721/
https://ncbi.nlm.nih.gov/pubmed/27279724
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo otaguje tento záznam!