Matches in SemOpenAlex for { <https://semopenalex.org/work/W2984885233> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2984885233 abstract "In this paper, we propose an active learning method for an inverse problem that aims to find an input that achieves a desired structured-output. The proposed method provides new acquisition functions for minimizing the error between the desired structured-output and the prediction of a Gaussian process model, by effectively incorporating the correlation between multiple outputs of the underlying multi-valued black box output functions. The effectiveness of the proposed method is verified by applying it to two synthetic shape search problem and real data. In the real data experiment, we tackle the input parameter search which achieves the desired crystal growth rate in silicon carbide (SiC) crystal growth modeling, that is a problem of materials informatics." @default.
- W2984885233 created "2019-11-22" @default.
- W2984885233 creator A5007705218 @default.
- W2984885233 creator A5053230100 @default.
- W2984885233 creator A5057706317 @default.
- W2984885233 creator A5075771166 @default.
- W2984885233 creator A5081482638 @default.
- W2984885233 creator A5088518571 @default.
- W2984885233 date "2019-11-09" @default.
- W2984885233 modified "2023-09-27" @default.
- W2984885233 title "Bayesian Active Learning for Structured Output Design" @default.
- W2984885233 cites W1596195796 @default.
- W2984885233 cites W1693986406 @default.
- W2984885233 cites W2016886155 @default.
- W2984885233 cites W2038543910 @default.
- W2984885233 cites W2040932457 @default.
- W2984885233 cites W2052003619 @default.
- W2984885233 cites W2099201756 @default.
- W2984885233 cites W2119289306 @default.
- W2984885233 cites W2119595900 @default.
- W2984885233 cites W2133027741 @default.
- W2984885233 cites W2146611938 @default.
- W2984885233 cites W2155162055 @default.
- W2984885233 cites W2192203593 @default.
- W2984885233 cites W2300795841 @default.
- W2984885233 cites W2563710438 @default.
- W2984885233 cites W2887540873 @default.
- W2984885233 cites W2894865098 @default.
- W2984885233 cites W2903158431 @default.
- W2984885233 cites W2912956372 @default.
- W2984885233 cites W2921893880 @default.
- W2984885233 cites W3137970571 @default.
- W2984885233 doi "https://doi.org/10.48550/arxiv.1911.03671" @default.
- W2984885233 hasPublicationYear "2019" @default.
- W2984885233 type Work @default.
- W2984885233 sameAs 2984885233 @default.
- W2984885233 citedByCount "1" @default.
- W2984885233 countsByYear W29848852332021 @default.
- W2984885233 crossrefType "posted-content" @default.
- W2984885233 hasAuthorship W2984885233A5007705218 @default.
- W2984885233 hasAuthorship W2984885233A5053230100 @default.
- W2984885233 hasAuthorship W2984885233A5057706317 @default.
- W2984885233 hasAuthorship W2984885233A5075771166 @default.
- W2984885233 hasAuthorship W2984885233A5081482638 @default.
- W2984885233 hasAuthorship W2984885233A5088518571 @default.
- W2984885233 hasBestOaLocation W29848852331 @default.
- W2984885233 hasConcept C107673813 @default.
- W2984885233 hasConcept C111919701 @default.
- W2984885233 hasConcept C11413529 @default.
- W2984885233 hasConcept C119857082 @default.
- W2984885233 hasConcept C121332964 @default.
- W2984885233 hasConcept C126255220 @default.
- W2984885233 hasConcept C154945302 @default.
- W2984885233 hasConcept C163716315 @default.
- W2984885233 hasConcept C2778049539 @default.
- W2984885233 hasConcept C33923547 @default.
- W2984885233 hasConcept C41008148 @default.
- W2984885233 hasConcept C61326573 @default.
- W2984885233 hasConcept C62520636 @default.
- W2984885233 hasConcept C77967617 @default.
- W2984885233 hasConcept C98045186 @default.
- W2984885233 hasConceptScore W2984885233C107673813 @default.
- W2984885233 hasConceptScore W2984885233C111919701 @default.
- W2984885233 hasConceptScore W2984885233C11413529 @default.
- W2984885233 hasConceptScore W2984885233C119857082 @default.
- W2984885233 hasConceptScore W2984885233C121332964 @default.
- W2984885233 hasConceptScore W2984885233C126255220 @default.
- W2984885233 hasConceptScore W2984885233C154945302 @default.
- W2984885233 hasConceptScore W2984885233C163716315 @default.
- W2984885233 hasConceptScore W2984885233C2778049539 @default.
- W2984885233 hasConceptScore W2984885233C33923547 @default.
- W2984885233 hasConceptScore W2984885233C41008148 @default.
- W2984885233 hasConceptScore W2984885233C61326573 @default.
- W2984885233 hasConceptScore W2984885233C62520636 @default.
- W2984885233 hasConceptScore W2984885233C77967617 @default.
- W2984885233 hasConceptScore W2984885233C98045186 @default.
- W2984885233 hasLocation W29848852331 @default.
- W2984885233 hasOpenAccess W2984885233 @default.
- W2984885233 hasPrimaryLocation W29848852331 @default.
- W2984885233 hasRelatedWork W2295628041 @default.
- W2984885233 hasRelatedWork W2597787948 @default.
- W2984885233 hasRelatedWork W2724199550 @default.
- W2984885233 hasRelatedWork W2949274245 @default.
- W2984885233 hasRelatedWork W3025582806 @default.
- W2984885233 hasRelatedWork W3199608561 @default.
- W2984885233 hasRelatedWork W4210726438 @default.
- W2984885233 hasRelatedWork W4225307033 @default.
- W2984885233 hasRelatedWork W4280525836 @default.
- W2984885233 hasRelatedWork W4301965207 @default.
- W2984885233 isParatext "false" @default.
- W2984885233 isRetracted "false" @default.
- W2984885233 magId "2984885233" @default.
- W2984885233 workType "article" @default.