Matches in SemOpenAlex for { <https://semopenalex.org/work/W4383996909> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4383996909 abstract "We consider the problem of learning Neural Ordinary Differential Equations (neural ODEs) within the context of Linear Parameter-Varying (LPV) systems in continuous-time. LPV systems contain bilinear systems which are known to be universal approximators for non-linear systems. Moreover, a large class of neural ODEs can be embedded into LPV systems. As our main contribution we provide Probably Approximately Correct (PAC) bounds under stability for LPV systems related to neural ODEs. The resulting bounds have the advantage that they do not depend on the integration interval." @default.
- W4383996909 created "2023-07-12" @default.
- W4383996909 creator A5022146460 @default.
- W4383996909 creator A5046405655 @default.
- W4383996909 creator A5090098518 @default.
- W4383996909 date "2023-07-07" @default.
- W4383996909 modified "2023-09-23" @default.
- W4383996909 title "PAC bounds of continuous Linear Parameter-Varying systems related to neural ODEs" @default.
- W4383996909 doi "https://doi.org/10.48550/arxiv.2307.03630" @default.
- W4383996909 hasPublicationYear "2023" @default.
- W4383996909 type Work @default.
- W4383996909 citedByCount "0" @default.
- W4383996909 crossrefType "posted-content" @default.
- W4383996909 hasAuthorship W4383996909A5022146460 @default.
- W4383996909 hasAuthorship W4383996909A5046405655 @default.
- W4383996909 hasAuthorship W4383996909A5090098518 @default.
- W4383996909 hasBestOaLocation W43839969091 @default.
- W4383996909 hasConcept C105795698 @default.
- W4383996909 hasConcept C112972136 @default.
- W4383996909 hasConcept C114614502 @default.
- W4383996909 hasConcept C119857082 @default.
- W4383996909 hasConcept C121332964 @default.
- W4383996909 hasConcept C134306372 @default.
- W4383996909 hasConcept C151730666 @default.
- W4383996909 hasConcept C154945302 @default.
- W4383996909 hasConcept C158622935 @default.
- W4383996909 hasConcept C167964875 @default.
- W4383996909 hasConcept C169760540 @default.
- W4383996909 hasConcept C205203396 @default.
- W4383996909 hasConcept C2775924081 @default.
- W4383996909 hasConcept C2778067643 @default.
- W4383996909 hasConcept C2779343474 @default.
- W4383996909 hasConcept C28826006 @default.
- W4383996909 hasConcept C2986949344 @default.
- W4383996909 hasConcept C33923547 @default.
- W4383996909 hasConcept C34862557 @default.
- W4383996909 hasConcept C41008148 @default.
- W4383996909 hasConcept C47446073 @default.
- W4383996909 hasConcept C50644808 @default.
- W4383996909 hasConcept C51544822 @default.
- W4383996909 hasConcept C62520636 @default.
- W4383996909 hasConcept C78045399 @default.
- W4383996909 hasConcept C86803240 @default.
- W4383996909 hasConceptScore W4383996909C105795698 @default.
- W4383996909 hasConceptScore W4383996909C112972136 @default.
- W4383996909 hasConceptScore W4383996909C114614502 @default.
- W4383996909 hasConceptScore W4383996909C119857082 @default.
- W4383996909 hasConceptScore W4383996909C121332964 @default.
- W4383996909 hasConceptScore W4383996909C134306372 @default.
- W4383996909 hasConceptScore W4383996909C151730666 @default.
- W4383996909 hasConceptScore W4383996909C154945302 @default.
- W4383996909 hasConceptScore W4383996909C158622935 @default.
- W4383996909 hasConceptScore W4383996909C167964875 @default.
- W4383996909 hasConceptScore W4383996909C169760540 @default.
- W4383996909 hasConceptScore W4383996909C205203396 @default.
- W4383996909 hasConceptScore W4383996909C2775924081 @default.
- W4383996909 hasConceptScore W4383996909C2778067643 @default.
- W4383996909 hasConceptScore W4383996909C2779343474 @default.
- W4383996909 hasConceptScore W4383996909C28826006 @default.
- W4383996909 hasConceptScore W4383996909C2986949344 @default.
- W4383996909 hasConceptScore W4383996909C33923547 @default.
- W4383996909 hasConceptScore W4383996909C34862557 @default.
- W4383996909 hasConceptScore W4383996909C41008148 @default.
- W4383996909 hasConceptScore W4383996909C47446073 @default.
- W4383996909 hasConceptScore W4383996909C50644808 @default.
- W4383996909 hasConceptScore W4383996909C51544822 @default.
- W4383996909 hasConceptScore W4383996909C62520636 @default.
- W4383996909 hasConceptScore W4383996909C78045399 @default.
- W4383996909 hasConceptScore W4383996909C86803240 @default.
- W4383996909 hasLocation W43839969091 @default.
- W4383996909 hasOpenAccess W4383996909 @default.
- W4383996909 hasPrimaryLocation W43839969091 @default.
- W4383996909 hasRelatedWork W1947128338 @default.
- W4383996909 hasRelatedWork W2064543168 @default.
- W4383996909 hasRelatedWork W2611711983 @default.
- W4383996909 hasRelatedWork W2753348653 @default.
- W4383996909 hasRelatedWork W2810270255 @default.
- W4383996909 hasRelatedWork W2988233686 @default.
- W4383996909 hasRelatedWork W3023377253 @default.
- W4383996909 hasRelatedWork W3205181663 @default.
- W4383996909 hasRelatedWork W4236485849 @default.
- W4383996909 hasRelatedWork W4252588149 @default.
- W4383996909 isParatext "false" @default.
- W4383996909 isRetracted "false" @default.
- W4383996909 workType "article" @default.