FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2953223201> ?p ?o ?g. }

• W2953223201 abstract "The sample complexity of active learning under the realizability assumption has been well-studied. The realizability assumption, however, rarely holds in practice. In this paper, we theoretically characterize the sample complexity of active learning in the non-realizable case under multi-view setting. We prove that, with unbounded Tsybakov noise, the sample complexity of multi-view active learning can be $widetilde{O}(logfrac{1}{epsilon})$, contrasting to single-view setting where the polynomial improvement is the best possible achievement. We also prove that in general multi-view setting the sample complexity of active learning with unbounded Tsybakov noise is $widetilde{O}(frac{1}{epsilon})$, where the order of $1/epsilon$ is independent of the parameter in Tsybakov noise, contrasting to previous polynomial bounds where the order of $1/epsilon$ is related to the parameter in Tsybakov noise." @default.
• W2953223201 created "2019-06-27" @default.
• W2953223201 creator A5010751143 @default.
• W2953223201 creator A5046597133 @default.
• W2953223201 date "2010-05-31" @default.
• W2953223201 modified "2023-09-25" @default.
• W2953223201 title "Multi-View Active Learning in the Non-Realizable Case" @default.
• W2953223201 cites W1507695921 @default.
• W2953223201 cites W1528361845 @default.
• W2953223201 cites W1564947197 @default.
• W2953223201 cites W1566499617 @default.
• W2953223201 cites W1600192391 @default.
• W2953223201 cites W2048679005 @default.
• W2953223201 cites W2106447856 @default.
• W2953223201 cites W2114232233 @default.
• W2953223201 cites W2115404432 @default.
• W2953223201 cites W2117707988 @default.
• W2953223201 cites W2128518360 @default.
• W2953223201 cites W2128614648 @default.
• W2953223201 cites W2137184539 @default.
• W2953223201 cites W2143521632 @default.
• W2953223201 cites W2151023586 @default.
• W2953223201 cites W2151596305 @default.
• W2953223201 cites W2157958821 @default.
• W2953223201 cites W2399431242 @default.
• W2953223201 cites W2399495046 @default.
• W2953223201 hasPublicationYear "2010" @default.
• W2953223201 type Work @default.
• W2953223201 sameAs 2953223201 @default.
• W2953223201 citedByCount "1" @default.
• W2953223201 countsByYear W29532232012014 @default.
• W2953223201 crossrefType "posted-content" @default.
• W2953223201 hasAuthorship W2953223201A5010751143 @default.
• W2953223201 hasAuthorship W2953223201A5046597133 @default.
• W2953223201 hasConcept C10138342 @default.
• W2953223201 hasConcept C105795698 @default.
• W2953223201 hasConcept C11413529 @default.
• W2953223201 hasConcept C115961682 @default.
• W2953223201 hasConcept C118615104 @default.
• W2953223201 hasConcept C121332964 @default.
• W2953223201 hasConcept C134306372 @default.
• W2953223201 hasConcept C154945302 @default.
• W2953223201 hasConcept C162324750 @default.
• W2953223201 hasConcept C182306322 @default.
• W2953223201 hasConcept C198531522 @default.
• W2953223201 hasConcept C2776378722 @default.
• W2953223201 hasConcept C2778445095 @default.
• W2953223201 hasConcept C28826006 @default.
• W2953223201 hasConcept C33923547 @default.
• W2953223201 hasConcept C41008148 @default.
• W2953223201 hasConcept C77967617 @default.
• W2953223201 hasConcept C90119067 @default.
• W2953223201 hasConcept C97355855 @default.
• W2953223201 hasConcept C99498987 @default.
• W2953223201 hasConceptScore W2953223201C10138342 @default.
• W2953223201 hasConceptScore W2953223201C105795698 @default.
• W2953223201 hasConceptScore W2953223201C11413529 @default.
• W2953223201 hasConceptScore W2953223201C115961682 @default.
• W2953223201 hasConceptScore W2953223201C118615104 @default.
• W2953223201 hasConceptScore W2953223201C121332964 @default.
• W2953223201 hasConceptScore W2953223201C134306372 @default.
• W2953223201 hasConceptScore W2953223201C154945302 @default.
• W2953223201 hasConceptScore W2953223201C162324750 @default.
• W2953223201 hasConceptScore W2953223201C182306322 @default.
• W2953223201 hasConceptScore W2953223201C198531522 @default.
• W2953223201 hasConceptScore W2953223201C2776378722 @default.
• W2953223201 hasConceptScore W2953223201C2778445095 @default.
• W2953223201 hasConceptScore W2953223201C28826006 @default.
• W2953223201 hasConceptScore W2953223201C33923547 @default.
• W2953223201 hasConceptScore W2953223201C41008148 @default.
• W2953223201 hasConceptScore W2953223201C77967617 @default.
• W2953223201 hasConceptScore W2953223201C90119067 @default.
• W2953223201 hasConceptScore W2953223201C97355855 @default.
• W2953223201 hasConceptScore W2953223201C99498987 @default.
• W2953223201 hasLocation W29532232011 @default.
• W2953223201 hasOpenAccess W2953223201 @default.
• W2953223201 hasPrimaryLocation W29532232011 @default.
• W2953223201 hasRelatedWork W2129247014 @default.
• W2953223201 hasRelatedWork W2137690105 @default.
• W2953223201 hasRelatedWork W2142021955 @default.
• W2953223201 hasRelatedWork W2161464185 @default.
• W2953223201 hasRelatedWork W2164688468 @default.
• W2953223201 hasRelatedWork W2201177080 @default.
• W2953223201 hasRelatedWork W2516618844 @default.
• W2953223201 hasRelatedWork W2726793048 @default.
• W2953223201 hasRelatedWork W2753713566 @default.
• W2953223201 hasRelatedWork W2913743069 @default.
• W2953223201 hasRelatedWork W2962816257 @default.
• W2953223201 hasRelatedWork W2963007973 @default.
• W2953223201 hasRelatedWork W2964242659 @default.
• W2953223201 hasRelatedWork W2966252424 @default.
• W2953223201 hasRelatedWork W3033838839 @default.
• W2953223201 hasRelatedWork W3034738318 @default.
• W2953223201 hasRelatedWork W3045059498 @default.
• W2953223201 hasRelatedWork W3093439912 @default.
• W2953223201 hasRelatedWork W3094031561 @default.
• W2953223201 hasRelatedWork W3173089934 @default.
• W2953223201 isParatext "false" @default.
• W2953223201 isRetracted "false" @default.
• W2953223201 magId "2953223201" @default.

• next