{"id":"https://openalex.org/W4414555802","doi":"https://doi.org/10.1007/978-3-032-06096-9_10","title":"Time-Varying Gaussian Process Bandit Optimization with\u00a0Experts: No-Regret in\u00a0Logarithmically-Many Side Queries","display_name":"Time-Varying Gaussian Process Bandit Optimization with\u00a0Experts: No-Regret in\u00a0Logarithmically-Many Side Queries","publication_year":2025,"publication_date":"2025-09-26","ids":{"openalex":"https://openalex.org/W4414555802","doi":"https://doi.org/10.1007/978-3-032-06096-9_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-06096-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06096-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5093452718","display_name":"Eliabelle Mauduit","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107641","display_name":"Centre de Math\u00e9matiques Appliqu\u00e9es de l'\u00c9cole polytechnique","ror":"https://ror.org/012e1xn46","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210107641","https://openalex.org/I4210141950","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210132720","display_name":"Laboratoire d'Optique Appliqu\u00e9e","ror":"https://ror.org/03czns913","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I201181511","https://openalex.org/I4210098836","https://openalex.org/I4210132720","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4405258625"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Eliabelle Mauduit","raw_affiliation_strings":["Unit\u00e9 des Math\u00e9matiques Appliqu\u00e9es, ENSTA, Institut Polytechnique de Paris, 91120, Palaiseau, France","OC - Optimisation et commande (828, boulevard des Mar\u00e9chaux 91120 Palaiseau - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit\u00e9 des Math\u00e9matiques Appliqu\u00e9es, ENSTA, Institut Polytechnique de Paris, 91120, Palaiseau, France","institution_ids":["https://openalex.org/I4210107641"]},{"raw_affiliation_string":"OC - Optimisation et commande (828, boulevard des Mar\u00e9chaux 91120 Palaiseau - France)","institution_ids":["https://openalex.org/I4210132720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070952305","display_name":"\u00c9lo\u00efse Berthier","orcid":"https://orcid.org/0000-0002-0190-746X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elo\u00efse Berthier","raw_affiliation_strings":["U2IS, ENSTA, Institut Polytechnique de Paris, 91120, Palaiseau, France","U2IS - Unit\u00e9 d'Informatique et d'Ing\u00e9nierie des Syst\u00e8mes (828, boulevard des Mar\u00e9chaux, 91762 Palaiseau CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U2IS, ENSTA, Institut Polytechnique de Paris, 91120, Palaiseau, France","institution_ids":[]},{"raw_affiliation_string":"U2IS - Unit\u00e9 d'Informatique et d'Ing\u00e9nierie des Syst\u00e8mes (828, boulevard des Mar\u00e9chaux, 91762 Palaiseau CEDEX - France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019172720","display_name":"Andrea Simonetto","orcid":"https://orcid.org/0000-0003-2923-3361"},"institutions":[{"id":"https://openalex.org/I4210107641","display_name":"Centre de Math\u00e9matiques Appliqu\u00e9es de l'\u00c9cole polytechnique","ror":"https://ror.org/012e1xn46","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210107641","https://openalex.org/I4210141950","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210132720","display_name":"Laboratoire d'Optique Appliqu\u00e9e","ror":"https://ror.org/03czns913","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I201181511","https://openalex.org/I4210098836","https://openalex.org/I4210132720","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4405258625"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Andrea Simonetto","raw_affiliation_strings":["Unit\u00e9 des Math\u00e9matiques Appliqu\u00e9es, ENSTA, Institut Polytechnique de Paris, 91120, Palaiseau, France","OC - Optimisation et commande (828, boulevard des Mar\u00e9chaux 91120 Palaiseau - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit\u00e9 des Math\u00e9matiques Appliqu\u00e9es, ENSTA, Institut Polytechnique de Paris, 91120, Palaiseau, France","institution_ids":["https://openalex.org/I4210107641"]},{"raw_affiliation_string":"OC - Optimisation et commande (828, boulevard des Mar\u00e9chaux 91120 Palaiseau - France)","institution_ids":["https://openalex.org/I4210132720"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093452718"],"corresponding_institution_ids":["https://openalex.org/I4210107641","https://openalex.org/I4210132720"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59448925,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"164","last_page":"182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9959999918937683,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9941999912261963,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.678600013256073},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.5645999908447266},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5437999963760376},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4884999990463257},{"id":"https://openalex.org/keywords/reproducing-kernel-hilbert-space","display_name":"Reproducing kernel Hilbert space","score":0.46309998631477356},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4555000066757202},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.43849998712539673},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.40450000762939453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7990999817848206},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.678600013256073},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.5645999908447266},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5437999963760376},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4884999990463257},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4713999927043915},{"id":"https://openalex.org/C80884492","wikidata":"https://www.wikidata.org/wiki/Q3345678","display_name":"Reproducing kernel Hilbert space","level":3,"score":0.46309998631477356},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4555000066757202},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43849998712539673},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40450000762939453},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.40450000762939453},{"id":"https://openalex.org/C101104100","wikidata":"https://www.wikidata.org/wiki/Q1063540","display_name":"Heteroscedasticity","level":2,"score":0.3880999982357025},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.36500000953674316},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3596999943256378},{"id":"https://openalex.org/C73602740","wikidata":"https://www.wikidata.org/wiki/Q7795822","display_name":"Thompson sampling","level":3,"score":0.3540000021457672},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.3522000014781952},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35040000081062317},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.35040000081062317},{"id":"https://openalex.org/C7218915","wikidata":"https://www.wikidata.org/wiki/Q1054475","display_name":"Gaussian function","level":3,"score":0.3481999933719635},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.31529998779296875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3138999938964844},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.31360000371932983},{"id":"https://openalex.org/C62799726","wikidata":"https://www.wikidata.org/wiki/Q190056","display_name":"Hilbert space","level":2,"score":0.2883000075817108},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2630999982357025},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.2506999969482422}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-06096-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06096-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05329399v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05329399","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":"Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2025, Sep 2025, Porto, Portugal. pp.164-182, ⟨10.1007/978-3-032-06096-9_10⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2497629012","display_name":"Massification et acc\u00e9l\u00e9ration des Formations en IA par IP Paris et HEC Paris","funder_award_id":"ANR-22-CMAS-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7835086286","display_name":"Personalized Optimization with Human Feedback","funder_award_id":"ANR-23-CE48-0011","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"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":13,"referenced_works":["https://openalex.org/W1542652324","https://openalex.org/W2022238100","https://openalex.org/W2069017697","https://openalex.org/W2138779671","https://openalex.org/W2139095575","https://openalex.org/W2166566250","https://openalex.org/W2372931057","https://openalex.org/W2792181692","https://openalex.org/W2798369493","https://openalex.org/W3105195949","https://openalex.org/W3159184652","https://openalex.org/W4315472238","https://openalex.org/W4392173735"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}