{"id":"https://openalex.org/W3038074206","doi":"https://doi.org/10.1007/978-3-030-67658-2_21","title":"Robust Domain Adaptation: Representations, Weights and Inductive Bias","display_name":"Robust Domain Adaptation: Representations, Weights and Inductive Bias","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3038074206","doi":"https://doi.org/10.1007/978-3-030-67658-2_21","mag":"3038074206"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-67658-2_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67658-2_21","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":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2006.13629","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067925449","display_name":"Victor Bouvier","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Victor Bouvier","raw_affiliation_strings":["CentraleSup\u00e9lec, Math\u00e9matiques et Informatique pour la Complexit\u00e9 et les Syst\u00e8mes, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","Sidetrade, Boulogne-Billancourt, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, Math\u00e9matiques et Informatique pour la Complexit\u00e9 et les Syst\u00e8mes, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Sidetrade, Boulogne-Billancourt, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001190712","display_name":"Philippe Very","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Philippe Very","raw_affiliation_strings":["Lend-Rx, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lend-Rx, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021077645","display_name":"Cl\u00e9ment Chastagnol","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cl\u00e9ment Chastagnol","raw_affiliation_strings":["Alan, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alan, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Myriam Tami","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210102957","display_name":"D\u00e9partement math\u00e9matiques, informatique, sciences de la donn\u00e9e et technologies du num\u00e9rique","ror":"https://ror.org/011emb038","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210088668","https://openalex.org/I4210102957"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4387152683","display_name":"Math\u00e9matiques et Informatique pour la Complexit\u00e9 et les Syst\u00e8mes","ror":"https://ror.org/03q29s414","country_code":null,"type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4387152683"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Myriam Tami","raw_affiliation_strings":["CentraleSup\u00e9lec, Math\u00e9matiques et Informatique pour la Complexit\u00e9 et les Syst\u00e8mes, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","Universit\u00e9 Paris-Saclay","Math\u00e9matiques et Informatique pour la Complexit\u00e9 et les Syst\u00e8mes","CentraleSup\u00e9lec"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, Math\u00e9matiques et Informatique pour la Complexit\u00e9 et les Syst\u00e8mes, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"Math\u00e9matiques et Informatique pour la Complexit\u00e9 et les Syst\u00e8mes","institution_ids":["https://openalex.org/I4210102957","https://openalex.org/I4387152683"]},{"raw_affiliation_string":"CentraleSup\u00e9lec","institution_ids":["https://openalex.org/I4210107720"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070164335","display_name":"C\u00e9line Hudelot","orcid":"https://orcid.org/0000-0003-3849-4133"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C\u00e9line Hudelot","raw_affiliation_strings":["CentraleSup\u00e9lec, Math\u00e9matiques et Informatique pour la Complexit\u00e9 et les Syst\u00e8mes, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, Math\u00e9matiques et Informatique pour la Complexit\u00e9 et les Syst\u00e8mes, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067925449"],"corresponding_institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210107720"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0769,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75584975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"353","last_page":"377"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9800000190734863,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9800000190734863,"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/T11448","display_name":"Face recognition and analysis","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10028","display_name":"Topic Modeling","score":0.002199999988079071,"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/inductive-bias","display_name":"Inductive bias","score":0.7136791348457336},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6842407584190369},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6625425219535828},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6049542427062988},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5208078622817993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3442955017089844},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22306931018829346},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.1551634967327118},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09376919269561768},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07943618297576904}],"concepts":[{"id":"https://openalex.org/C197352929","wikidata":"https://www.wikidata.org/wiki/Q1074074","display_name":"Inductive bias","level":4,"score":0.7136791348457336},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6842407584190369},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6625425219535828},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6049542427062988},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5208078622817993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3442955017089844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22306931018829346},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.1551634967327118},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09376919269561768},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07943618297576904},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-67658-2_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67658-2_21","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:arXiv.org:2006.13629","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.13629","pdf_url":"https://arxiv.org/pdf/2006.13629","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:HAL:hal-03050623v1","is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-03050623","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ECML 2020","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-03050623v2","is_oa":true,"landing_page_url":"https://hal.science/hal-03050623","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ECML 2020, Sep 2020, Gand ( virtuel ), Belgium. ⟨10.1007/978-3-030-67658-2_21⟩","raw_type":"Conference papers"},{"id":"doi:10.48550/arxiv.2006.13629","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2006.13629","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2006.13629","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.13629","pdf_url":"https://arxiv.org/pdf/2006.13629","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W123476658","https://openalex.org/W189742998","https://openalex.org/W1617650991","https://openalex.org/W2034368206","https://openalex.org/W2104094955","https://openalex.org/W2111355007","https://openalex.org/W2112483442","https://openalex.org/W2131953535","https://openalex.org/W2145494108","https://openalex.org/W2153929442","https://openalex.org/W2159291411","https://openalex.org/W2162651021","https://openalex.org/W2165698076","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2212660284","https://openalex.org/W2462906003","https://openalex.org/W2488917374","https://openalex.org/W2767946669","https://openalex.org/W2770645414","https://openalex.org/W2788305286","https://openalex.org/W2795155917","https://openalex.org/W2883386984","https://openalex.org/W2885722640","https://openalex.org/W2912280829","https://openalex.org/W2921110161","https://openalex.org/W2945328857","https://openalex.org/W2948069880","https://openalex.org/W2953494151","https://openalex.org/W2962739340","https://openalex.org/W2962750481","https://openalex.org/W2962986791","https://openalex.org/W2963187488","https://openalex.org/W2963384853","https://openalex.org/W2963777311","https://openalex.org/W2963826681","https://openalex.org/W2963998660","https://openalex.org/W2964278684","https://openalex.org/W2970442950","https://openalex.org/W2970971581","https://openalex.org/W3012148446"],"related_works":["https://openalex.org/W4376166954","https://openalex.org/W2152148513","https://openalex.org/W4281397339","https://openalex.org/W4312910505","https://openalex.org/W3096565154","https://openalex.org/W2783380393","https://openalex.org/W2280198878","https://openalex.org/W2951876757","https://openalex.org/W4283450023","https://openalex.org/W3012432583"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}