{"id":"https://openalex.org/W3003788789","doi":"https://doi.org/10.1007/s10898-020-00920-0","title":"Gaussian process optimization with failures: classification and convergence proof","display_name":"Gaussian process optimization with failures: classification and convergence proof","publication_year":2020,"publication_date":"2020-07-08","ids":{"openalex":"https://openalex.org/W3003788789","doi":"https://doi.org/10.1007/s10898-020-00920-0","mag":"3003788789"},"language":"en","primary_location":{"id":"doi:10.1007/s10898-020-00920-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10898-020-00920-0","pdf_url":null,"source":{"id":"https://openalex.org/S115925768","display_name":"Journal of Global Optimization","issn_l":"0925-5001","issn":["0925-5001","1573-2916"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Global Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030279456","display_name":"Fran\u00e7ois Bachoc","orcid":"https://orcid.org/0000-0001-5336-5714"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796"]},{"id":"https://openalex.org/I4210098964","display_name":"Toulouse Mathematics Institute","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210098964"]},{"id":"https://openalex.org/I84500057","display_name":"Institut de Math\u00e9matiques de Toulouse","ror":"https://ror.org/014vp6c30","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I196454796","https://openalex.org/I4210092408","https://openalex.org/I4210126056","https://openalex.org/I4210141950","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I84500057"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Fran\u00e7ois Bachoc","raw_affiliation_strings":["Institut de Math\u00e9matiques de Toulouse, Universit\u00e9 Paul Sabatier, Toulouse, France","IMT - Institut de Math\u00e9matiques de Toulouse UMR5219 (UPS IMT, F-31062 Toulouse Cedex 9, \r\nINSA Toulouse, F-31077 Toulouse,\r\nFrance UT1, F-31042 Toulouse, \r\nFrance UT2, F-31058 Toulouse,\r\n\r\nT\u00e9l\u00e9phone : 05.61.55.67.90 - France)","UT3 - Universit\u00e9 Toulouse III - Paul Sabatier (118 route de Narbonne - 31062 Toulouse - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut de Math\u00e9matiques de Toulouse, Universit\u00e9 Paul Sabatier, Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4210098964"]},{"raw_affiliation_string":"IMT - Institut de Math\u00e9matiques de Toulouse UMR5219 (UPS IMT, F-31062 Toulouse Cedex 9, \r\nINSA Toulouse, F-31077 Toulouse,\r\nFrance UT1, F-31042 Toulouse, \r\nFrance UT2, F-31058 Toulouse,\r\n\r\nT\u00e9l\u00e9phone : 05.61.55.67.90 - France)","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I196454796","https://openalex.org/I84500057"]},{"raw_affiliation_string":"UT3 - Universit\u00e9 Toulouse III - Paul Sabatier (118 route de Narbonne - 31062 Toulouse - France)","institution_ids":["https://openalex.org/I134560555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041597847","display_name":"C\u00e9line Helbert","orcid":"https://orcid.org/0000-0002-0085-5127"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I112936343","display_name":"\u00c9cole Centrale de Lyon","ror":"https://ror.org/05s6rge65","country_code":"FR","type":"education","lineage":["https://openalex.org/I112936343","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104796","display_name":"Institut Camille Jordan","ror":"https://ror.org/01ekw7f87","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210104796","https://openalex.org/I4405259976","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C\u00e9line Helbert","raw_affiliation_strings":["Ecole Centrale de Lyon, CNRS UMR 5208, Institut Camille Jordan, Univ. de Lyon, 36 av. G. de Collongue, 69134, Ecully Cedex, France","ECL - \u00c9cole Centrale de Lyon (36 avenue Guy de Collongue - 69134 Ecully cedex - France)","GdR MASCOT-NUM - M\u00e9thodes d'Analyse Stochastique des Codes et Traitements Num\u00e9riques (France)","ICJ - Institut Camille Jordan (B\u00e2t. Jean Braconnier 43 bd du 11 novembre 1918 69622 VILLEURBANNE CEDEX - France)","PSPM - Probabilit\u00e9s, statistique, physique math\u00e9matique (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Centrale de Lyon, CNRS UMR 5208, Institut Camille Jordan, Univ. de Lyon, 36 av. G. de Collongue, 69134, Ecully Cedex, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I4210104796"]},{"raw_affiliation_string":"ECL - \u00c9cole Centrale de Lyon (36 avenue Guy de Collongue - 69134 Ecully cedex - France)","institution_ids":["https://openalex.org/I112936343"]},{"raw_affiliation_string":"GdR MASCOT-NUM - M\u00e9thodes d'Analyse Stochastique des Codes et Traitements Num\u00e9riques (France)","institution_ids":[]},{"raw_affiliation_string":"ICJ - Institut Camille Jordan (B\u00e2t. Jean Braconnier 43 bd du 11 novembre 1918 69622 VILLEURBANNE CEDEX - France)","institution_ids":["https://openalex.org/I4210104796"]},{"raw_affiliation_string":"PSPM - Probabilit\u00e9s, statistique, physique math\u00e9matique (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010451551","display_name":"Victor Picheny","orcid":"https://orcid.org/0000-0002-4948-5542"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Victor Picheny","raw_affiliation_strings":["PROWLER.io, Cambridge, UK","PROWLER.io, 72 Hills Road, Cambridge"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PROWLER.io, Cambridge, UK","institution_ids":[]},{"raw_affiliation_string":"PROWLER.io, 72 Hills Road, Cambridge","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5030279456"],"corresponding_institution_ids":["https://openalex.org/I134560555","https://openalex.org/I196454796","https://openalex.org/I4210098964","https://openalex.org/I84500057"],"apc_list":{"value":2780,"currency":"USD","value_usd":2780},"apc_paid":null,"fwci":2.1552,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.89751322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"78","issue":"3","first_page":"483","last_page":"506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6443313360214233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6074316501617432},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.6044773459434509},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.6030303835868835},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5881884694099426},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5578085780143738},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5413283109664917},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45496898889541626},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.44797390699386597},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30309343338012695},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09003624320030212}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6443313360214233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6074316501617432},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.6044773459434509},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.6030303835868835},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5881884694099426},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5578085780143738},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5413283109664917},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45496898889541626},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.44797390699386597},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30309343338012695},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09003624320030212},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10898-020-00920-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10898-020-00920-0","pdf_url":null,"source":{"id":"https://openalex.org/S115925768","display_name":"Journal of Global Optimization","issn_l":"0925-5001","issn":["0925-5001","1573-2916"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Global Optimization","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02100819v2","is_oa":false,"landing_page_url":"https://hal.science/hal-02100819","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Global Optimization, 2020, 78, pp. 483-506. ⟨10.1007/s10898-020-00920-0⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:spr:jglopt:v:78:y:2020:i:3:d:10.1007_s10898-020-00920-0","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10898-020-00920-0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W135104305","https://openalex.org/W1491420040","https://openalex.org/W1494709534","https://openalex.org/W1510052597","https://openalex.org/W1588959569","https://openalex.org/W1701825639","https://openalex.org/W1746819321","https://openalex.org/W1840389249","https://openalex.org/W1877740990","https://openalex.org/W1994352665","https://openalex.org/W1995713768","https://openalex.org/W2017170340","https://openalex.org/W2021207328","https://openalex.org/W2054352980","https://openalex.org/W2061750459","https://openalex.org/W2078011655","https://openalex.org/W2085893390","https://openalex.org/W2131241448","https://openalex.org/W2131792768","https://openalex.org/W2139943902","https://openalex.org/W2157826563","https://openalex.org/W2195861446","https://openalex.org/W2288838258","https://openalex.org/W2301321238","https://openalex.org/W2317988884","https://openalex.org/W2410053822","https://openalex.org/W2467360081","https://openalex.org/W2489204415","https://openalex.org/W2792164701","https://openalex.org/W2800080953","https://openalex.org/W2907344895","https://openalex.org/W2951665052","https://openalex.org/W2962750597","https://openalex.org/W2963481815","https://openalex.org/W2964136676","https://openalex.org/W2964172739","https://openalex.org/W2972580347","https://openalex.org/W3004756828","https://openalex.org/W3106380050","https://openalex.org/W4211049957","https://openalex.org/W4251650715","https://openalex.org/W4292027056","https://openalex.org/W4302617909"],"related_works":["https://openalex.org/W4300066510","https://openalex.org/W1971337326","https://openalex.org/W2056958800","https://openalex.org/W4213259725","https://openalex.org/W4311388919","https://openalex.org/W1964490787","https://openalex.org/W2060696366","https://openalex.org/W2154788797","https://openalex.org/W2169866437","https://openalex.org/W1964286703"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}