FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1825304899> ?p ?o ?g. }

• W1825304899 abstract "Many scientific and engineering problems require to perform Bayesian inferences in function spaces, in which the unknowns are of infinite dimension. In such problems, many standard Markov Chain Monte Carlo (MCMC) algorithms become arbitrary slow under the mesh refinement, which is referred to as being dimension dependent. In this work we develop an independence sampler based MCMC method for the infinite dimensional Bayesian inferences. We represent the proposal distribution as a mixture of a finite number of specially parametrized Gaussian measures. We show that under the chosen parametrization, the resulting MCMC algorithm is dimension independent. We also design an efficient adaptive algorithm to adjust the parameter values of the mixtures from the previous samples. Finally we provide numerical examples to demonstrate the efficiency and robustness of the proposed method, even for problems with multimodal posterior distributions." @default.
• W1825304899 created "2016-06-24" @default.
• W1825304899 creator A5026669579 @default.
• W1825304899 creator A5033271190 @default.
• W1825304899 date "2015-08-13" @default.
• W1825304899 modified "2023-09-27" @default.
• W1825304899 title "An adaptive independence sampler MCMC algorithm for infinite dimensional Bayesian inferences" @default.
• W1825304899 cites W1501976809 @default.
• W1825304899 cites W1531455566 @default.
• W1825304899 cites W1549437955 @default.
• W1825304899 cites W1574584754 @default.
• W1825304899 cites W1579271636 @default.
• W1825304899 cites W1674386455 @default.
• W1825304899 cites W1922512035 @default.
• W1825304899 cites W1980196517 @default.
• W1825304899 cites W1982482186 @default.
• W1825304899 cites W1991233316 @default.
• W1825304899 cites W1995780830 @default.
• W1825304899 cites W1996977322 @default.
• W1825304899 cites W2008703230 @default.
• W1825304899 cites W2030911724 @default.
• W1825304899 cites W2033057584 @default.
• W1825304899 cites W2047978125 @default.
• W1825304899 cites W2053742104 @default.
• W1825304899 cites W2072475940 @default.
• W1825304899 cites W2074695760 @default.
• W1825304899 cites W2075954168 @default.
• W1825304899 cites W2082261407 @default.
• W1825304899 cites W2086043021 @default.
• W1825304899 cites W2092254180 @default.
• W1825304899 cites W2096567125 @default.
• W1825304899 cites W2114964853 @default.
• W1825304899 cites W2135973421 @default.
• W1825304899 cites W2136796925 @default.
• W1825304899 cites W2140456618 @default.
• W1825304899 cites W2142737094 @default.
• W1825304899 cites W2149498546 @default.
• W1825304899 cites W2152657433 @default.
• W1825304899 cites W2161624992 @default.
• W1825304899 cites W2168255721 @default.
• W1825304899 cites W2168340174 @default.
• W1825304899 cites W260216039 @default.
• W1825304899 cites W2764984163 @default.
• W1825304899 cites W2962841346 @default.
• W1825304899 cites W3103594830 @default.
• W1825304899 hasPublicationYear "2015" @default.
• W1825304899 type Work @default.
• W1825304899 sameAs 1825304899 @default.
• W1825304899 citedByCount "2" @default.
• W1825304899 countsByYear W18253048992015 @default.
• W1825304899 countsByYear W18253048992016 @default.
• W1825304899 crossrefType "posted-content" @default.
• W1825304899 hasAuthorship W1825304899A5026669579 @default.
• W1825304899 hasAuthorship W1825304899A5033271190 @default.
• W1825304899 hasConcept C104317684 @default.
• W1825304899 hasConcept C105795698 @default.
• W1825304899 hasConcept C107673813 @default.
• W1825304899 hasConcept C111350023 @default.
• W1825304899 hasConcept C11413529 @default.
• W1825304899 hasConcept C121332964 @default.
• W1825304899 hasConcept C126255220 @default.
• W1825304899 hasConcept C154945302 @default.
• W1825304899 hasConcept C160234255 @default.
• W1825304899 hasConcept C163716315 @default.
• W1825304899 hasConcept C185592680 @default.
• W1825304899 hasConcept C202444582 @default.
• W1825304899 hasConcept C202887219 @default.
• W1825304899 hasConcept C28826006 @default.
• W1825304899 hasConcept C33676613 @default.
• W1825304899 hasConcept C33923547 @default.
• W1825304899 hasConcept C35651441 @default.
• W1825304899 hasConcept C41008148 @default.
• W1825304899 hasConcept C55493867 @default.
• W1825304899 hasConcept C57830394 @default.
• W1825304899 hasConcept C62520636 @default.
• W1825304899 hasConcept C63479239 @default.
• W1825304899 hasConcept C74902906 @default.
• W1825304899 hasConceptScore W1825304899C104317684 @default.
• W1825304899 hasConceptScore W1825304899C105795698 @default.
• W1825304899 hasConceptScore W1825304899C107673813 @default.
• W1825304899 hasConceptScore W1825304899C111350023 @default.
• W1825304899 hasConceptScore W1825304899C11413529 @default.
• W1825304899 hasConceptScore W1825304899C121332964 @default.
• W1825304899 hasConceptScore W1825304899C126255220 @default.
• W1825304899 hasConceptScore W1825304899C154945302 @default.
• W1825304899 hasConceptScore W1825304899C160234255 @default.
• W1825304899 hasConceptScore W1825304899C163716315 @default.
• W1825304899 hasConceptScore W1825304899C185592680 @default.
• W1825304899 hasConceptScore W1825304899C202444582 @default.
• W1825304899 hasConceptScore W1825304899C202887219 @default.
• W1825304899 hasConceptScore W1825304899C28826006 @default.
• W1825304899 hasConceptScore W1825304899C33676613 @default.
• W1825304899 hasConceptScore W1825304899C33923547 @default.
• W1825304899 hasConceptScore W1825304899C35651441 @default.
• W1825304899 hasConceptScore W1825304899C41008148 @default.
• W1825304899 hasConceptScore W1825304899C55493867 @default.
• W1825304899 hasConceptScore W1825304899C57830394 @default.
• W1825304899 hasConceptScore W1825304899C62520636 @default.
• W1825304899 hasConceptScore W1825304899C63479239 @default.
• W1825304899 hasConceptScore W1825304899C74902906 @default.

• next