dc.contributor.author | Qing, Jixiang | |
dc.contributor.author | Moss, Henry B. | |
dc.contributor.author | Dhaene, Tom | |
dc.contributor.author | Couckuyt, Ivo | |
dc.date.accessioned | 2024-12-03T10:20:23Z | |
dc.date.available | 2024-11-28T16:44:41Z | |
dc.date.available | 2024-11-29T10:56:43Z | |
dc.date.available | 2024-12-03T10:20:23Z | |
dc.date.issued | 2023 | |
dc.identifier.issn | 2640-3498 | |
dc.identifier.other | WOS:001222727702030 | |
dc.identifier.uri | https://imec-publications.be/handle/20.500.12860/44855.3 | |
dc.source | WOS | |
dc.title | {PF}²ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization | |
dc.type | Proceedings paper | |
dc.contributor.imecauthor | Qing, Jixiang | |
dc.contributor.imecauthor | Dhaene, Tom | |
dc.contributor.imecauthor | Couckuyt, Ivo | |
dc.contributor.orcidimec | Qing, Jixiang::0000-0002-6446-6286 | |
dc.contributor.orcidimec | Dhaene, Tom::0000-0003-2899-4636 | |
dc.contributor.orcidimec | Couckuyt, Ivo::0000-0002-9524-4205 | |
dc.date.embargo | 2023-04-30 | |
dc.source.numberofpages | 24 | |
dc.source.peerreview | yes | |
dc.source.beginpage | 2565 | |
dc.source.endpage | 2588 | |
dc.source.conference | 26th International Conference on Artificial Intelligence and Statistics (AISTATS) | |
dc.source.conferencedate | APR 25-27, 2023 | |
dc.source.conferencelocation | Valencia | |
dc.source.journal | Proceedings of Machine Learning Research | |
dc.source.volume | 206 | |
imec.availability | Published - open access | |
dc.description.wosFundingText | This research receives funding from the Flemish Government under the "Onderzoeksprogramma Artifciele Intelligentie (AI) Vlaanderen" programme and the "Fonds Wetenschappelijk Onderzoek (FWO)" programme, and Chinese Scholarship Council (grant number 201906290032). We sincerely thank Victor Picheny for the insightful comment on the necessity of considering the effect of spacing between discrete Pareto points, which has inspired proposition 1 and Algorithm 1. We also gratefully thank reviewers for providing extensive comments for improving the paper. | |