FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W137285897> ?p ?o ?g. }

• W137285897 endingPage "574" @default.
• W137285897 startingPage "567" @default.
• W137285897 abstract "Sparse Gaussian process methods that use inducing variables require the selection of the inducing inputs and the kernel hyperparameters. We introduce a variational formulation for sparse approximations that jointly infers the inducing inputs and the kernel hyperparameters by maximizing a lower bound of the true log marginal likelihood. The key property of this formulation is that the inducing inputs are defined to be variational parameters which are selected by minimizing the Kullback-Leibler divergence between the variational distribution and the exact posterior distribution over the latent function values. We apply this technique to regression and we compare it with other approaches in the literature." @default.
• W137285897 created "2016-06-24" @default.
• W137285897 creator A5017255421 @default.
• W137285897 date "2009-04-15" @default.
• W137285897 modified "2023-10-03" @default.
• W137285897 title "Variational Learning of Inducing Variables in Sparse Gaussian Processes" @default.
• W137285897 cites W1512149552 @default.
• W137285897 cites W1551209770 @default.
• W137285897 cites W1571870753 @default.
• W137285897 cites W1746819321 @default.
• W137285897 cites W2099768828 @default.
• W137285897 cites W2100136038 @default.
• W137285897 cites W2108966602 @default.
• W137285897 cites W2112545207 @default.
• W137285897 cites W2123687908 @default.
• W137285897 cites W2129564505 @default.
• W137285897 cites W2137956165 @default.
• W137285897 hasPublicationYear "2009" @default.
• W137285897 type Work @default.
• W137285897 sameAs 137285897 @default.
• W137285897 citedByCount "592" @default.
• W137285897 countsByYear W1372858972012 @default.
• W137285897 countsByYear W1372858972013 @default.
• W137285897 countsByYear W1372858972014 @default.
• W137285897 countsByYear W1372858972015 @default.
• W137285897 countsByYear W1372858972016 @default.
• W137285897 countsByYear W1372858972017 @default.
• W137285897 countsByYear W1372858972018 @default.
• W137285897 countsByYear W1372858972019 @default.
• W137285897 countsByYear W1372858972020 @default.
• W137285897 countsByYear W1372858972021 @default.
• W137285897 countsByYear W1372858972022 @default.
• W137285897 countsByYear W1372858972023 @default.
• W137285897 crossrefType "proceedings-article" @default.
• W137285897 hasAuthorship W137285897A5017255421 @default.
• W137285897 hasConcept C107673813 @default.
• W137285897 hasConcept C11413529 @default.
• W137285897 hasConcept C114614502 @default.
• W137285897 hasConcept C121332964 @default.
• W137285897 hasConcept C126255220 @default.
• W137285897 hasConcept C138885662 @default.
• W137285897 hasConcept C154945302 @default.
• W137285897 hasConcept C163716315 @default.
• W137285897 hasConcept C171752962 @default.
• W137285897 hasConcept C207390915 @default.
• W137285897 hasConcept C28826006 @default.
• W137285897 hasConcept C33923547 @default.
• W137285897 hasConcept C41008148 @default.
• W137285897 hasConcept C41895202 @default.
• W137285897 hasConcept C51167844 @default.
• W137285897 hasConcept C61326573 @default.
• W137285897 hasConcept C62520636 @default.
• W137285897 hasConcept C74193536 @default.
• W137285897 hasConcept C8642999 @default.
• W137285897 hasConcept C95923904 @default.
• W137285897 hasConceptScore W137285897C107673813 @default.
• W137285897 hasConceptScore W137285897C11413529 @default.
• W137285897 hasConceptScore W137285897C114614502 @default.
• W137285897 hasConceptScore W137285897C121332964 @default.
• W137285897 hasConceptScore W137285897C126255220 @default.
• W137285897 hasConceptScore W137285897C138885662 @default.
• W137285897 hasConceptScore W137285897C154945302 @default.
• W137285897 hasConceptScore W137285897C163716315 @default.
• W137285897 hasConceptScore W137285897C171752962 @default.
• W137285897 hasConceptScore W137285897C207390915 @default.
• W137285897 hasConceptScore W137285897C28826006 @default.
• W137285897 hasConceptScore W137285897C33923547 @default.
• W137285897 hasConceptScore W137285897C41008148 @default.
• W137285897 hasConceptScore W137285897C41895202 @default.
• W137285897 hasConceptScore W137285897C51167844 @default.
• W137285897 hasConceptScore W137285897C61326573 @default.
• W137285897 hasConceptScore W137285897C62520636 @default.
• W137285897 hasConceptScore W137285897C74193536 @default.
• W137285897 hasConceptScore W137285897C8642999 @default.
• W137285897 hasConceptScore W137285897C95923904 @default.
• W137285897 hasLocation W1372858971 @default.
• W137285897 hasOpenAccess W137285897 @default.
• W137285897 hasPrimaryLocation W1372858971 @default.
• W137285897 hasRelatedWork W1512149552 @default.
• W137285897 hasRelatedWork W1533660737 @default.
• W137285897 hasRelatedWork W1571870753 @default.
• W137285897 hasRelatedWork W164706946 @default.
• W137285897 hasRelatedWork W1663973292 @default.
• W137285897 hasRelatedWork W1746819321 @default.
• W137285897 hasRelatedWork W1777124189 @default.
• W137285897 hasRelatedWork W1959608418 @default.
• W137285897 hasRelatedWork W2099768828 @default.
• W137285897 hasRelatedWork W2112545207 @default.
• W137285897 hasRelatedWork W2129564505 @default.
• W137285897 hasRelatedWork W2136111243 @default.
• W137285897 hasRelatedWork W2166851633 @default.
• W137285897 hasRelatedWork W2170912685 @default.
• W137285897 hasRelatedWork W2540189295 @default.
• W137285897 hasRelatedWork W2962875063 @default.
• W137285897 hasRelatedWork W2963711523 @default.
• W137285897 hasRelatedWork W2964121744 @default.
• W137285897 hasRelatedWork W2964135722 @default.
• W137285897 hasRelatedWork W66306528 @default.

• next