Matches in SemOpenAlex for { <https://semopenalex.org/work/W3094179929> ?p ?o ?g. }
- W3094179929 abstract "Measure transport underpins several recent algorithms for posterior approximation in the Bayesian context, wherein a transport map is sought to minimise the Kullback--Leibler divergence (KLD) from the posterior to the approximation. The KLD is a strong mode of convergence, requiring absolute continuity of measures and placing restrictions on which transport maps can be permitted. Here we propose to minimise a kernel Stein discrepancy (KSD) instead, requiring only that the set of transport maps is dense in an $L^2$ sense and demonstrating how this condition can be validated. The consistency of the associated posterior approximation is established and empirical results suggest that KSD is competitive and more flexible alternative to KLD for measure transport." @default.
- W3094179929 created "2020-10-29" @default.
- W3094179929 creator A5006507517 @default.
- W3094179929 creator A5039079586 @default.
- W3094179929 creator A5073881810 @default.
- W3094179929 creator A5078786746 @default.
- W3094179929 creator A5081400079 @default.
- W3094179929 date "2020-10-22" @default.
- W3094179929 modified "2023-09-27" @default.
- W3094179929 title "Measure Transport with Kernel Stein Discrepancy" @default.
- W3094179929 cites W1511694993 @default.
- W3094179929 cites W1539382740 @default.
- W3094179929 cites W1563505517 @default.
- W3094179929 cites W1583912456 @default.
- W3094179929 cites W1596389874 @default.
- W3094179929 cites W1866230956 @default.
- W3094179929 cites W1873595945 @default.
- W3094179929 cites W1906598733 @default.
- W3094179929 cites W1959608418 @default.
- W3094179929 cites W1970602736 @default.
- W3094179929 cites W1986280275 @default.
- W3094179929 cites W1994616650 @default.
- W3094179929 cites W1995565517 @default.
- W3094179929 cites W1998037613 @default.
- W3094179929 cites W2013945773 @default.
- W3094179929 cites W2056099894 @default.
- W3094179929 cites W2094428366 @default.
- W3094179929 cites W2099471712 @default.
- W3094179929 cites W2100397110 @default.
- W3094179929 cites W2147224235 @default.
- W3094179929 cites W2261750843 @default.
- W3094179929 cites W2409550820 @default.
- W3094179929 cites W2511837229 @default.
- W3094179929 cites W2523246573 @default.
- W3094179929 cites W2572702041 @default.
- W3094179929 cites W2577537660 @default.
- W3094179929 cites W2739517340 @default.
- W3094179929 cites W2739748921 @default.
- W3094179929 cites W2804348904 @default.
- W3094179929 cites W2895590610 @default.
- W3094179929 cites W2898648503 @default.
- W3094179929 cites W2950292946 @default.
- W3094179929 cites W2962782102 @default.
- W3094179929 cites W2963457235 @default.
- W3094179929 cites W2963477172 @default.
- W3094179929 cites W2963742845 @default.
- W3094179929 cites W2963755523 @default.
- W3094179929 cites W2963977107 @default.
- W3094179929 cites W2964121744 @default.
- W3094179929 cites W2964321317 @default.
- W3094179929 cites W2964343746 @default.
- W3094179929 cites W2965107313 @default.
- W3094179929 cites W2970638583 @default.
- W3094179929 cites W2970898247 @default.
- W3094179929 cites W2980075982 @default.
- W3094179929 cites W2992035660 @default.
- W3094179929 cites W299440670 @default.
- W3094179929 cites W3000134372 @default.
- W3094179929 cites W3008391717 @default.
- W3094179929 cites W3010427948 @default.
- W3094179929 cites W3015134397 @default.
- W3094179929 cites W3021144880 @default.
- W3094179929 cites W3034310115 @default.
- W3094179929 cites W3080562829 @default.
- W3094179929 cites W3082602430 @default.
- W3094179929 cites W3094191864 @default.
- W3094179929 cites W3098512007 @default.
- W3094179929 cites W3099467939 @default.
- W3094179929 cites W3209725081 @default.
- W3094179929 cites W385466589 @default.
- W3094179929 cites W930928758 @default.
- W3094179929 hasPublicationYear "2020" @default.
- W3094179929 type Work @default.
- W3094179929 sameAs 3094179929 @default.
- W3094179929 citedByCount "1" @default.
- W3094179929 countsByYear W30941799292021 @default.
- W3094179929 crossrefType "posted-content" @default.
- W3094179929 hasAuthorship W3094179929A5006507517 @default.
- W3094179929 hasAuthorship W3094179929A5039079586 @default.
- W3094179929 hasAuthorship W3094179929A5073881810 @default.
- W3094179929 hasAuthorship W3094179929A5078786746 @default.
- W3094179929 hasAuthorship W3094179929A5081400079 @default.
- W3094179929 hasConcept C105795698 @default.
- W3094179929 hasConcept C107673813 @default.
- W3094179929 hasConcept C118615104 @default.
- W3094179929 hasConcept C124101348 @default.
- W3094179929 hasConcept C126255220 @default.
- W3094179929 hasConcept C138885662 @default.
- W3094179929 hasConcept C149782125 @default.
- W3094179929 hasConcept C154945302 @default.
- W3094179929 hasConcept C162324750 @default.
- W3094179929 hasConcept C166957645 @default.
- W3094179929 hasConcept C171752962 @default.
- W3094179929 hasConcept C177264268 @default.
- W3094179929 hasConcept C185429906 @default.
- W3094179929 hasConcept C199360897 @default.
- W3094179929 hasConcept C205649164 @default.
- W3094179929 hasConcept C207390915 @default.
- W3094179929 hasConcept C2776436953 @default.
- W3094179929 hasConcept C2777303404 @default.