Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912071732> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2912071732 abstract "We present an algorithm for learning decision trees using stochastic gradient information as the source of supervision. In contrast to previous approaches to gradient-based tree learning, our method operates in the incremental learning setting rather than the batch learning setting, and does not make use of soft splits or require the construction of a new tree for every update. We demonstrate how one can apply these decision trees to different problems by changing only the loss function, using classification, regression, and multi-instance learning as example applications. In the experimental evaluation, our method performs similarly to standard incremental classification trees, outperforms state of the art incremental regression trees, and achieves comparable performance with batch multi-instance learning methods." @default.
- W2912071732 created "2019-02-21" @default.
- W2912071732 creator A5039741908 @default.
- W2912071732 creator A5059992863 @default.
- W2912071732 creator A5087785022 @default.
- W2912071732 date "2019-01-23" @default.
- W2912071732 modified "2023-09-27" @default.
- W2912071732 title "Stochastic Gradient Trees" @default.
- W2912071732 cites W1594031697 @default.
- W2912071732 cites W1678356000 @default.
- W2912071732 cites W1861764418 @default.
- W2912071732 cites W2009074768 @default.
- W2912071732 cites W2068714596 @default.
- W2912071732 cites W2125479168 @default.
- W2912071732 cites W2133990480 @default.
- W2912071732 cites W2135335717 @default.
- W2912071732 cites W2604808181 @default.
- W2912071732 cites W2808986925 @default.
- W2912071732 cites W2962774976 @default.
- W2912071732 cites W89097728 @default.
- W2912071732 hasPublicationYear "2019" @default.
- W2912071732 type Work @default.
- W2912071732 sameAs 2912071732 @default.
- W2912071732 citedByCount "2" @default.
- W2912071732 countsByYear W29120717322019 @default.
- W2912071732 countsByYear W29120717322020 @default.
- W2912071732 crossrefType "posted-content" @default.
- W2912071732 hasAuthorship W2912071732A5039741908 @default.
- W2912071732 hasAuthorship W2912071732A5059992863 @default.
- W2912071732 hasAuthorship W2912071732A5087785022 @default.
- W2912071732 hasConcept C10229987 @default.
- W2912071732 hasConcept C105795698 @default.
- W2912071732 hasConcept C113174947 @default.
- W2912071732 hasConcept C115903097 @default.
- W2912071732 hasConcept C119857082 @default.
- W2912071732 hasConcept C134306372 @default.
- W2912071732 hasConcept C14036430 @default.
- W2912071732 hasConcept C154945302 @default.
- W2912071732 hasConcept C183931066 @default.
- W2912071732 hasConcept C2776502983 @default.
- W2912071732 hasConcept C2780735816 @default.
- W2912071732 hasConcept C33923547 @default.
- W2912071732 hasConcept C41008148 @default.
- W2912071732 hasConcept C5481197 @default.
- W2912071732 hasConcept C77967617 @default.
- W2912071732 hasConcept C78458016 @default.
- W2912071732 hasConcept C83546350 @default.
- W2912071732 hasConcept C84525736 @default.
- W2912071732 hasConcept C86803240 @default.
- W2912071732 hasConceptScore W2912071732C10229987 @default.
- W2912071732 hasConceptScore W2912071732C105795698 @default.
- W2912071732 hasConceptScore W2912071732C113174947 @default.
- W2912071732 hasConceptScore W2912071732C115903097 @default.
- W2912071732 hasConceptScore W2912071732C119857082 @default.
- W2912071732 hasConceptScore W2912071732C134306372 @default.
- W2912071732 hasConceptScore W2912071732C14036430 @default.
- W2912071732 hasConceptScore W2912071732C154945302 @default.
- W2912071732 hasConceptScore W2912071732C183931066 @default.
- W2912071732 hasConceptScore W2912071732C2776502983 @default.
- W2912071732 hasConceptScore W2912071732C2780735816 @default.
- W2912071732 hasConceptScore W2912071732C33923547 @default.
- W2912071732 hasConceptScore W2912071732C41008148 @default.
- W2912071732 hasConceptScore W2912071732C5481197 @default.
- W2912071732 hasConceptScore W2912071732C77967617 @default.
- W2912071732 hasConceptScore W2912071732C78458016 @default.
- W2912071732 hasConceptScore W2912071732C83546350 @default.
- W2912071732 hasConceptScore W2912071732C84525736 @default.
- W2912071732 hasConceptScore W2912071732C86803240 @default.
- W2912071732 hasLocation W29120717321 @default.
- W2912071732 hasOpenAccess W2912071732 @default.
- W2912071732 hasPrimaryLocation W29120717321 @default.
- W2912071732 hasRelatedWork W2055019958 @default.
- W2912071732 hasRelatedWork W2117133386 @default.
- W2912071732 hasRelatedWork W2168508819 @default.
- W2912071732 hasRelatedWork W2173981026 @default.
- W2912071732 hasRelatedWork W2181574952 @default.
- W2912071732 hasRelatedWork W2189225082 @default.
- W2912071732 hasRelatedWork W2246317220 @default.
- W2912071732 hasRelatedWork W2342007355 @default.
- W2912071732 hasRelatedWork W2478162677 @default.
- W2912071732 hasRelatedWork W2494495812 @default.
- W2912071732 hasRelatedWork W2619301103 @default.
- W2912071732 hasRelatedWork W2902568440 @default.
- W2912071732 hasRelatedWork W2914539226 @default.
- W2912071732 hasRelatedWork W2923496202 @default.
- W2912071732 hasRelatedWork W2962772147 @default.
- W2912071732 hasRelatedWork W2986988027 @default.
- W2912071732 hasRelatedWork W3002769442 @default.
- W2912071732 hasRelatedWork W3106930831 @default.
- W2912071732 hasRelatedWork W3202663598 @default.
- W2912071732 hasRelatedWork W3209268840 @default.
- W2912071732 isParatext "false" @default.
- W2912071732 isRetracted "false" @default.
- W2912071732 magId "2912071732" @default.
- W2912071732 workType "article" @default.