Matches in SemOpenAlex for { <https://semopenalex.org/work/W4320232851> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4320232851 abstract "Bayesian optimization works effectively optimizing parameters in black-box problems. However, this method did not work for high-dimensional parameters in limited trials. Parameters can be efficiently explored by nonlinearly embedding them into a low-dimensional space; however, the constraints cannot be considered. We proposed combining parameter decomposition by introducing disentangled representation learning into nonlinear embedding to consider both known equality and unknown inequality constraints in high-dimensional Bayesian optimization. We applied the proposed method to a powder weighing task as a usage scenario. Based on the experimental results, the proposed method considers the constraints and contributes to reducing the number of trials by approximately 66% compared to manual parameter tuning." @default.
- W4320232851 created "2023-02-13" @default.
- W4320232851 creator A5006085300 @default.
- W4320232851 creator A5034922010 @default.
- W4320232851 creator A5053539050 @default.
- W4320232851 creator A5058548598 @default.
- W4320232851 date "2022-06-13" @default.
- W4320232851 modified "2023-10-14" @default.
- W4320232851 title "High-Dimensional Bayesian Optimization with Constraints: Application to Powder Weighing" @default.
- W4320232851 doi "https://doi.org/10.48550/arxiv.2206.05988" @default.
- W4320232851 hasPublicationYear "2022" @default.
- W4320232851 type Work @default.
- W4320232851 citedByCount "0" @default.
- W4320232851 crossrefType "posted-content" @default.
- W4320232851 hasAuthorship W4320232851A5006085300 @default.
- W4320232851 hasAuthorship W4320232851A5034922010 @default.
- W4320232851 hasAuthorship W4320232851A5053539050 @default.
- W4320232851 hasAuthorship W4320232851A5058548598 @default.
- W4320232851 hasBestOaLocation W43202328511 @default.
- W4320232851 hasConcept C105795698 @default.
- W4320232851 hasConcept C107673813 @default.
- W4320232851 hasConcept C11413529 @default.
- W4320232851 hasConcept C121332964 @default.
- W4320232851 hasConcept C124681953 @default.
- W4320232851 hasConcept C126255220 @default.
- W4320232851 hasConcept C127413603 @default.
- W4320232851 hasConcept C137836250 @default.
- W4320232851 hasConcept C154945302 @default.
- W4320232851 hasConcept C158622935 @default.
- W4320232851 hasConcept C17744445 @default.
- W4320232851 hasConcept C18903297 @default.
- W4320232851 hasConcept C199539241 @default.
- W4320232851 hasConcept C201995342 @default.
- W4320232851 hasConcept C2776359362 @default.
- W4320232851 hasConcept C2778049539 @default.
- W4320232851 hasConcept C2780451532 @default.
- W4320232851 hasConcept C3019722297 @default.
- W4320232851 hasConcept C33923547 @default.
- W4320232851 hasConcept C41008148 @default.
- W4320232851 hasConcept C41608201 @default.
- W4320232851 hasConcept C62520636 @default.
- W4320232851 hasConcept C73586568 @default.
- W4320232851 hasConcept C86803240 @default.
- W4320232851 hasConcept C94625758 @default.
- W4320232851 hasConceptScore W4320232851C105795698 @default.
- W4320232851 hasConceptScore W4320232851C107673813 @default.
- W4320232851 hasConceptScore W4320232851C11413529 @default.
- W4320232851 hasConceptScore W4320232851C121332964 @default.
- W4320232851 hasConceptScore W4320232851C124681953 @default.
- W4320232851 hasConceptScore W4320232851C126255220 @default.
- W4320232851 hasConceptScore W4320232851C127413603 @default.
- W4320232851 hasConceptScore W4320232851C137836250 @default.
- W4320232851 hasConceptScore W4320232851C154945302 @default.
- W4320232851 hasConceptScore W4320232851C158622935 @default.
- W4320232851 hasConceptScore W4320232851C17744445 @default.
- W4320232851 hasConceptScore W4320232851C18903297 @default.
- W4320232851 hasConceptScore W4320232851C199539241 @default.
- W4320232851 hasConceptScore W4320232851C201995342 @default.
- W4320232851 hasConceptScore W4320232851C2776359362 @default.
- W4320232851 hasConceptScore W4320232851C2778049539 @default.
- W4320232851 hasConceptScore W4320232851C2780451532 @default.
- W4320232851 hasConceptScore W4320232851C3019722297 @default.
- W4320232851 hasConceptScore W4320232851C33923547 @default.
- W4320232851 hasConceptScore W4320232851C41008148 @default.
- W4320232851 hasConceptScore W4320232851C41608201 @default.
- W4320232851 hasConceptScore W4320232851C62520636 @default.
- W4320232851 hasConceptScore W4320232851C73586568 @default.
- W4320232851 hasConceptScore W4320232851C86803240 @default.
- W4320232851 hasConceptScore W4320232851C94625758 @default.
- W4320232851 hasLocation W43202328511 @default.
- W4320232851 hasOpenAccess W4320232851 @default.
- W4320232851 hasPrimaryLocation W43202328511 @default.
- W4320232851 hasRelatedWork W2468371002 @default.
- W4320232851 hasRelatedWork W2507981315 @default.
- W4320232851 hasRelatedWork W3124684635 @default.
- W4320232851 hasRelatedWork W3188540459 @default.
- W4320232851 hasRelatedWork W3190508124 @default.
- W4320232851 hasRelatedWork W4210726438 @default.
- W4320232851 hasRelatedWork W4238350222 @default.
- W4320232851 hasRelatedWork W4306295037 @default.
- W4320232851 hasRelatedWork W4308166519 @default.
- W4320232851 hasRelatedWork W4312405383 @default.
- W4320232851 isParatext "false" @default.
- W4320232851 isRetracted "false" @default.
- W4320232851 workType "article" @default.