Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201933462> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W3201933462 endingPage "392" @default.
- W3201933462 startingPage "392" @default.
- W3201933462 abstract "Understanding how two datasets differ can help us determine whether one dataset under-represents certain sub-populations, and provides insights into how well models will generalize across datasets. Representative points selected by a maximum mean discrepancy (MMD) coreset can provide interpretable summaries of a single dataset, but are not easily compared across datasets. In this paper, we introduce dependent MMD coresets, a data summarization method for collections of datasets that facilitates comparison of distributions. We show that dependent MMD coresets are useful for understanding multiple related datasets and understanding model generalization between such datasets." @default.
- W3201933462 created "2021-10-11" @default.
- W3201933462 creator A5058220738 @default.
- W3201933462 creator A5090272445 @default.
- W3201933462 date "2021-09-23" @default.
- W3201933462 modified "2023-09-26" @default.
- W3201933462 title "Understanding Collections of Related Datasets Using Dependent MMD Coresets" @default.
- W3201933462 cites W1967611219 @default.
- W3201933462 cites W1981313592 @default.
- W3201933462 cites W1981794758 @default.
- W3201933462 cites W2084701050 @default.
- W3201933462 cites W2100659887 @default.
- W3201933462 cites W2122496402 @default.
- W3201933462 cites W2126385963 @default.
- W3201933462 cites W2143691488 @default.
- W3201933462 cites W2328111639 @default.
- W3201933462 cites W2892832844 @default.
- W3201933462 cites W3000575602 @default.
- W3201933462 cites W3030030520 @default.
- W3201933462 cites W4206341000 @default.
- W3201933462 doi "https://doi.org/10.3390/info12100392" @default.
- W3201933462 hasPublicationYear "2021" @default.
- W3201933462 type Work @default.
- W3201933462 sameAs 3201933462 @default.
- W3201933462 citedByCount "1" @default.
- W3201933462 countsByYear W32019334622023 @default.
- W3201933462 crossrefType "journal-article" @default.
- W3201933462 hasAuthorship W3201933462A5058220738 @default.
- W3201933462 hasAuthorship W3201933462A5090272445 @default.
- W3201933462 hasBestOaLocation W32019334621 @default.
- W3201933462 hasConcept C119857082 @default.
- W3201933462 hasConcept C124101348 @default.
- W3201933462 hasConcept C134306372 @default.
- W3201933462 hasConcept C154945302 @default.
- W3201933462 hasConcept C170858558 @default.
- W3201933462 hasConcept C177148314 @default.
- W3201933462 hasConcept C33923547 @default.
- W3201933462 hasConcept C41008148 @default.
- W3201933462 hasConceptScore W3201933462C119857082 @default.
- W3201933462 hasConceptScore W3201933462C124101348 @default.
- W3201933462 hasConceptScore W3201933462C134306372 @default.
- W3201933462 hasConceptScore W3201933462C154945302 @default.
- W3201933462 hasConceptScore W3201933462C170858558 @default.
- W3201933462 hasConceptScore W3201933462C177148314 @default.
- W3201933462 hasConceptScore W3201933462C33923547 @default.
- W3201933462 hasConceptScore W3201933462C41008148 @default.
- W3201933462 hasIssue "10" @default.
- W3201933462 hasLocation W32019334621 @default.
- W3201933462 hasLocation W32019334622 @default.
- W3201933462 hasLocation W32019334623 @default.
- W3201933462 hasLocation W32019334624 @default.
- W3201933462 hasOpenAccess W3201933462 @default.
- W3201933462 hasPrimaryLocation W32019334621 @default.
- W3201933462 hasRelatedWork W1596799430 @default.
- W3201933462 hasRelatedWork W2085627679 @default.
- W3201933462 hasRelatedWork W2285613413 @default.
- W3201933462 hasRelatedWork W2351187795 @default.
- W3201933462 hasRelatedWork W2380641910 @default.
- W3201933462 hasRelatedWork W2389846579 @default.
- W3201933462 hasRelatedWork W2561691764 @default.
- W3201933462 hasRelatedWork W2589098947 @default.
- W3201933462 hasRelatedWork W4360986142 @default.
- W3201933462 hasRelatedWork W2788732373 @default.
- W3201933462 hasVolume "12" @default.
- W3201933462 isParatext "false" @default.
- W3201933462 isRetracted "false" @default.
- W3201933462 magId "3201933462" @default.
- W3201933462 workType "article" @default.