Matches in SemOpenAlex for { <https://semopenalex.org/work/W4286909976> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4286909976 abstract "Black-box optimization formulations for biological sequence design have drawn recent attention due to their promising potential impact on the pharmaceutical industry. In this work, we propose to unify two seemingly distinct worlds: likelihood-free inference and black-box optimization, under one probabilistic framework. In tandem, we provide a recipe for constructing various sequence design methods based on this framework. We show how previous optimization approaches can be reinvented in our framework, and further propose new probabilistic black-box optimization algorithms. Extensive experiments on sequence design application illustrate the benefits of the proposed methodology." @default.
- W4286909976 created "2022-07-25" @default.
- W4286909976 creator A5003913524 @default.
- W4286909976 creator A5031185465 @default.
- W4286909976 creator A5033067925 @default.
- W4286909976 creator A5086198262 @default.
- W4286909976 date "2021-10-05" @default.
- W4286909976 modified "2023-09-24" @default.
- W4286909976 title "Unifying Likelihood-free Inference with Black-box Optimization and Beyond" @default.
- W4286909976 doi "https://doi.org/10.48550/arxiv.2110.03372" @default.
- W4286909976 hasPublicationYear "2021" @default.
- W4286909976 type Work @default.
- W4286909976 citedByCount "0" @default.
- W4286909976 crossrefType "posted-content" @default.
- W4286909976 hasAuthorship W4286909976A5003913524 @default.
- W4286909976 hasAuthorship W4286909976A5031185465 @default.
- W4286909976 hasAuthorship W4286909976A5033067925 @default.
- W4286909976 hasAuthorship W4286909976A5086198262 @default.
- W4286909976 hasBestOaLocation W42869099761 @default.
- W4286909976 hasConcept C11413529 @default.
- W4286909976 hasConcept C119857082 @default.
- W4286909976 hasConcept C126255220 @default.
- W4286909976 hasConcept C137836250 @default.
- W4286909976 hasConcept C154945302 @default.
- W4286909976 hasConcept C2776214188 @default.
- W4286909976 hasConcept C2778112365 @default.
- W4286909976 hasConcept C33923547 @default.
- W4286909976 hasConcept C41008148 @default.
- W4286909976 hasConcept C49937458 @default.
- W4286909976 hasConcept C54355233 @default.
- W4286909976 hasConcept C80444323 @default.
- W4286909976 hasConcept C86803240 @default.
- W4286909976 hasConcept C94966114 @default.
- W4286909976 hasConceptScore W4286909976C11413529 @default.
- W4286909976 hasConceptScore W4286909976C119857082 @default.
- W4286909976 hasConceptScore W4286909976C126255220 @default.
- W4286909976 hasConceptScore W4286909976C137836250 @default.
- W4286909976 hasConceptScore W4286909976C154945302 @default.
- W4286909976 hasConceptScore W4286909976C2776214188 @default.
- W4286909976 hasConceptScore W4286909976C2778112365 @default.
- W4286909976 hasConceptScore W4286909976C33923547 @default.
- W4286909976 hasConceptScore W4286909976C41008148 @default.
- W4286909976 hasConceptScore W4286909976C49937458 @default.
- W4286909976 hasConceptScore W4286909976C54355233 @default.
- W4286909976 hasConceptScore W4286909976C80444323 @default.
- W4286909976 hasConceptScore W4286909976C86803240 @default.
- W4286909976 hasConceptScore W4286909976C94966114 @default.
- W4286909976 hasLocation W42869099761 @default.
- W4286909976 hasOpenAccess W4286909976 @default.
- W4286909976 hasPrimaryLocation W42869099761 @default.
- W4286909976 hasRelatedWork W11144228 @default.
- W4286909976 hasRelatedWork W12904111 @default.
- W4286909976 hasRelatedWork W14988460 @default.
- W4286909976 hasRelatedWork W2444557 @default.
- W4286909976 hasRelatedWork W4177294 @default.
- W4286909976 hasRelatedWork W4313108 @default.
- W4286909976 hasRelatedWork W4529005 @default.
- W4286909976 hasRelatedWork W8022457 @default.
- W4286909976 hasRelatedWork W9674834 @default.
- W4286909976 hasRelatedWork W6412136 @default.
- W4286909976 isParatext "false" @default.
- W4286909976 isRetracted "false" @default.
- W4286909976 workType "article" @default.