FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2397149706> ?p ?o ?g. }

• W2397149706 abstract "The problem of transfer learning has recently been of great interest in a variety of machine learning applications. In this paper, we examine a new angle to the transfer learning problem, where we examine the problem of distance function learning. Specifically, we focus on the problem of how our knowledge of distance functions in one domain can be transferred to a new domain. A good semantic understanding of the feature space is critical in providing the domain specific understanding for setting up good distance functions. Unfortunately, not all domains have feature representations which are equally interpretable. For example, in some domains such as text, the semantics of the feature representation are clear, as a result of which it is easy for a domain expert to set up distance functions for specific kinds of semantics. In the case of image data, the features are semantically harder to interpret, and it is harder to set up distance functions, especially for particular semantic criteria. In this paper, we focus on the problem of transfer learning as a way to close the semantic gap between different domains, and show how to use correspondence information between two domains in order to set up distance functions for the semantically more challenging domain." @default.
• W2397149706 created "2016-06-24" @default.
• W2397149706 creator A5008831111 @default.
• W2397149706 creator A5028089542 @default.
• W2397149706 creator A5082230753 @default.
• W2397149706 date "2012-04-26" @default.
• W2397149706 modified "2023-09-23" @default.
• W2397149706 title "Transfer Learning of Distance Metrics by Cross-Domain Metric Sampling across Heterogeneous Spaces" @default.
• W2397149706 cites W1612003148 @default.
• W2397149706 cites W1880262756 @default.
• W2397149706 cites W1987915749 @default.
• W2397149706 cites W2048763152 @default.
• W2397149706 cites W2066440363 @default.
• W2397149706 cites W2106053110 @default.
• W2397149706 cites W2116731705 @default.
• W2397149706 cites W2117154949 @default.
• W2397149706 cites W2118393783 @default.
• W2397149706 cites W2122090912 @default.
• W2397149706 cites W2122922389 @default.
• W2397149706 cites W2130556178 @default.
• W2397149706 cites W2139338362 @default.
• W2397149706 cites W2151211319 @default.
• W2397149706 cites W2151375682 @default.
• W2397149706 cites W2156940638 @default.
• W2397149706 cites W2158997610 @default.
• W2397149706 cites W2159583439 @default.
• W2397149706 cites W2165744911 @default.
• W2397149706 cites W2169495281 @default.
• W2397149706 cites W2280985394 @default.
• W2397149706 cites W2339666411 @default.
• W2397149706 cites W2951328719 @default.
• W2397149706 cites W2979454998 @default.
• W2397149706 doi "https://doi.org/10.1137/1.9781611972825.46" @default.
• W2397149706 hasPublicationYear "2012" @default.
• W2397149706 type Work @default.
• W2397149706 sameAs 2397149706 @default.
• W2397149706 citedByCount "14" @default.
• W2397149706 countsByYear W23971497062012 @default.
• W2397149706 countsByYear W23971497062013 @default.
• W2397149706 countsByYear W23971497062014 @default.
• W2397149706 countsByYear W23971497062015 @default.
• W2397149706 countsByYear W23971497062016 @default.
• W2397149706 countsByYear W23971497062017 @default.
• W2397149706 countsByYear W23971497062018 @default.
• W2397149706 countsByYear W23971497062019 @default.
• W2397149706 countsByYear W23971497062020 @default.
• W2397149706 countsByYear W23971497062022 @default.
• W2397149706 crossrefType "proceedings-article" @default.
• W2397149706 hasAuthorship W2397149706A5008831111 @default.
• W2397149706 hasAuthorship W2397149706A5028089542 @default.
• W2397149706 hasAuthorship W2397149706A5082230753 @default.
• W2397149706 hasBestOaLocation W23971497061 @default.
• W2397149706 hasConcept C115961682 @default.
• W2397149706 hasConcept C119857082 @default.
• W2397149706 hasConcept C120665830 @default.
• W2397149706 hasConcept C121332964 @default.
• W2397149706 hasConcept C134306372 @default.
• W2397149706 hasConcept C138885662 @default.
• W2397149706 hasConcept C150899416 @default.
• W2397149706 hasConcept C154945302 @default.
• W2397149706 hasConcept C162324750 @default.
• W2397149706 hasConcept C1667742 @default.
• W2397149706 hasConcept C176217482 @default.
• W2397149706 hasConcept C177264268 @default.
• W2397149706 hasConcept C17744445 @default.
• W2397149706 hasConcept C184337299 @default.
• W2397149706 hasConcept C192209626 @default.
• W2397149706 hasConcept C199360897 @default.
• W2397149706 hasConcept C199539241 @default.
• W2397149706 hasConcept C21547014 @default.
• W2397149706 hasConcept C2776359362 @default.
• W2397149706 hasConcept C2776401178 @default.
• W2397149706 hasConcept C33923547 @default.
• W2397149706 hasConcept C36503486 @default.
• W2397149706 hasConcept C41008148 @default.
• W2397149706 hasConcept C41895202 @default.
• W2397149706 hasConcept C80444323 @default.
• W2397149706 hasConcept C83665646 @default.
• W2397149706 hasConcept C86034646 @default.
• W2397149706 hasConcept C94625758 @default.
• W2397149706 hasConceptScore W2397149706C115961682 @default.
• W2397149706 hasConceptScore W2397149706C119857082 @default.
• W2397149706 hasConceptScore W2397149706C120665830 @default.
• W2397149706 hasConceptScore W2397149706C121332964 @default.
• W2397149706 hasConceptScore W2397149706C134306372 @default.
• W2397149706 hasConceptScore W2397149706C138885662 @default.
• W2397149706 hasConceptScore W2397149706C150899416 @default.
• W2397149706 hasConceptScore W2397149706C154945302 @default.
• W2397149706 hasConceptScore W2397149706C162324750 @default.
• W2397149706 hasConceptScore W2397149706C1667742 @default.
• W2397149706 hasConceptScore W2397149706C176217482 @default.
• W2397149706 hasConceptScore W2397149706C177264268 @default.
• W2397149706 hasConceptScore W2397149706C17744445 @default.
• W2397149706 hasConceptScore W2397149706C184337299 @default.
• W2397149706 hasConceptScore W2397149706C192209626 @default.
• W2397149706 hasConceptScore W2397149706C199360897 @default.
• W2397149706 hasConceptScore W2397149706C199539241 @default.
• W2397149706 hasConceptScore W2397149706C21547014 @default.
• W2397149706 hasConceptScore W2397149706C2776359362 @default.
• W2397149706 hasConceptScore W2397149706C2776401178 @default.

• next