Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912883934> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2912883934 endingPage "222" @default.
- W2912883934 startingPage "209" @default.
- W2912883934 abstract "We introduce a model for learning from examples and membership queries in situations where the boundary between positive and negative examples is somewhat ill-defined. In our model, queries near the boundary of a target concept may receive incorrect or “don't care” responses, and the distribution of examples has zero probability mass on the boundary region. The motivation behind our model is that in many cases the boundary between positive and negative examples is complicated or “fuzzy.” However, one may still hope to learn successfully, because the typical examples that one sees do not come from that region. We present several positive results in this new model. We show how to learn the intersection of two arbitrary halfspaces when membership queries near the boundary may be answered incorrectly. Our algorithm is an extension of an algorithm of Baum (1990, 1991) that learns the intersection of two halfspaces whose bounding planes pass through the origin in the PAC-with-membership-queries model. We also describe algorithms for learning several subclasses of monotone DNF formulas." @default.
- W2912883934 created "2019-02-21" @default.
- W2912883934 creator A5017218993 @default.
- W2912883934 creator A5024803432 @default.
- W2912883934 creator A5065160332 @default.
- W2912883934 creator A5074883462 @default.
- W2912883934 date "1998-04-01" @default.
- W2912883934 modified "2023-09-26" @default.
- W2912883934 title "Learning with Unreliable Boundary Queries" @default.
- W2912883934 cites W1968998685 @default.
- W2912883934 cites W1982003460 @default.
- W2912883934 cites W2020114845 @default.
- W2912883934 cites W2021885139 @default.
- W2912883934 cites W2036478832 @default.
- W2912883934 cites W2066688546 @default.
- W2912883934 cites W2083117818 @default.
- W2912883934 cites W2087907345 @default.
- W2912883934 cites W2106326515 @default.
- W2912883934 cites W2117472863 @default.
- W2912883934 cites W2142399242 @default.
- W2912883934 cites W2154952480 @default.
- W2912883934 cites W4213141004 @default.
- W2912883934 cites W4230282038 @default.
- W2912883934 cites W4252861488 @default.
- W2912883934 cites W4256175731 @default.
- W2912883934 doi "https://doi.org/10.1006/jcss.1997.1559" @default.
- W2912883934 hasPublicationYear "1998" @default.
- W2912883934 type Work @default.
- W2912883934 sameAs 2912883934 @default.
- W2912883934 citedByCount "8" @default.
- W2912883934 countsByYear W29128839342017 @default.
- W2912883934 crossrefType "journal-article" @default.
- W2912883934 hasAuthorship W2912883934A5017218993 @default.
- W2912883934 hasAuthorship W2912883934A5024803432 @default.
- W2912883934 hasAuthorship W2912883934A5065160332 @default.
- W2912883934 hasAuthorship W2912883934A5074883462 @default.
- W2912883934 hasBestOaLocation W29128839341 @default.
- W2912883934 hasConcept C118615104 @default.
- W2912883934 hasConcept C127413603 @default.
- W2912883934 hasConcept C134306372 @default.
- W2912883934 hasConcept C146978453 @default.
- W2912883934 hasConcept C154945302 @default.
- W2912883934 hasConcept C199360897 @default.
- W2912883934 hasConcept C2524010 @default.
- W2912883934 hasConcept C2778029271 @default.
- W2912883934 hasConcept C2834757 @default.
- W2912883934 hasConcept C33923547 @default.
- W2912883934 hasConcept C41008148 @default.
- W2912883934 hasConcept C58166 @default.
- W2912883934 hasConcept C62354387 @default.
- W2912883934 hasConcept C63584917 @default.
- W2912883934 hasConcept C64543145 @default.
- W2912883934 hasConcept C80444323 @default.
- W2912883934 hasConceptScore W2912883934C118615104 @default.
- W2912883934 hasConceptScore W2912883934C127413603 @default.
- W2912883934 hasConceptScore W2912883934C134306372 @default.
- W2912883934 hasConceptScore W2912883934C146978453 @default.
- W2912883934 hasConceptScore W2912883934C154945302 @default.
- W2912883934 hasConceptScore W2912883934C199360897 @default.
- W2912883934 hasConceptScore W2912883934C2524010 @default.
- W2912883934 hasConceptScore W2912883934C2778029271 @default.
- W2912883934 hasConceptScore W2912883934C2834757 @default.
- W2912883934 hasConceptScore W2912883934C33923547 @default.
- W2912883934 hasConceptScore W2912883934C41008148 @default.
- W2912883934 hasConceptScore W2912883934C58166 @default.
- W2912883934 hasConceptScore W2912883934C62354387 @default.
- W2912883934 hasConceptScore W2912883934C63584917 @default.
- W2912883934 hasConceptScore W2912883934C64543145 @default.
- W2912883934 hasConceptScore W2912883934C80444323 @default.
- W2912883934 hasIssue "2" @default.
- W2912883934 hasLocation W29128839341 @default.
- W2912883934 hasLocation W29128839342 @default.
- W2912883934 hasLocation W29128839343 @default.
- W2912883934 hasOpenAccess W2912883934 @default.
- W2912883934 hasPrimaryLocation W29128839341 @default.
- W2912883934 hasRelatedWork W1970574535 @default.
- W2912883934 hasRelatedWork W1987793447 @default.
- W2912883934 hasRelatedWork W2006991246 @default.
- W2912883934 hasRelatedWork W2056263286 @default.
- W2912883934 hasRelatedWork W2066728243 @default.
- W2912883934 hasRelatedWork W2087855825 @default.
- W2912883934 hasRelatedWork W2111458646 @default.
- W2912883934 hasRelatedWork W2268531127 @default.
- W2912883934 hasRelatedWork W2912883934 @default.
- W2912883934 hasRelatedWork W2962811895 @default.
- W2912883934 hasVolume "56" @default.
- W2912883934 isParatext "false" @default.
- W2912883934 isRetracted "false" @default.
- W2912883934 magId "2912883934" @default.
- W2912883934 workType "article" @default.