{"id":"https://openalex.org/W4392012234","doi":null,"title":"Apprentissage semi-supervis\u00e9 avec donn\u00e9es partiellement \u00e9tiquet\u00e9es","display_name":"Apprentissage semi-supervis\u00e9 avec donn\u00e9es partiellement \u00e9tiquet\u00e9es","publication_year":2023,"publication_date":"2023-08-28","ids":{"openalex":"https://openalex.org/W4392012234"},"language":"fr","primary_location":{"id":"pmh:oai:HAL:hal-04470156v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04470156/document","pdf_url":"https://hal.science/hal-04470156v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"GRETSI 2023 - XXIX\u00e8me Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04470156v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093974070","display_name":"Victor L\u00e9ger","orcid":"https://orcid.org/0009-0004-1910-4210","observed_orcids":["https://orcid.org/0009-0004-1910-4210"]},"institutions":[{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Leger, Victor","raw_affiliation_strings":["Laboratoire d'Informatique de Grenoble 700 avenue Centrale , 38401 St Martin d'H\u00e8res , France","Laboratoire d'Informatique de Grenoble"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique de Grenoble 700 avenue Centrale , 38401 St Martin d'H\u00e8res , France","institution_ids":["https://openalex.org/I4210104430"]},{"raw_affiliation_string":"Laboratoire d'Informatique de Grenoble","institution_ids":["https://openalex.org/I4210104430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021257434","display_name":"Romain Couillet","orcid":"https://orcid.org/0000-0001-5755-2090","observed_orcids":["https://orcid.org/0000-0001-5755-2090"]},"institutions":[{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Couillet, Romain","raw_affiliation_strings":["Laboratoire d'Informatique de Grenoble 700 avenue Centrale , 38401 St Martin d'H\u00e8res , France","Laboratoire d'Informatique de Grenoble"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique de Grenoble 700 avenue Centrale , 38401 St Martin d'H\u00e8res , France","institution_ids":["https://openalex.org/I4210104430"]},{"raw_affiliation_string":"Laboratoire d'Informatique de Grenoble","institution_ids":["https://openalex.org/I4210104430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210104430"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9990000128746033,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9990000128746033,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.000699999975040555,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":9.999999747378752e-05,"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/semi-supervised-learning","display_name":"semi-supervised learning","score":0.9990000128746033},{"id":"https://openalex.org/keywords/partially-labeled-data","display_name":"partially labeled data","score":0.9089999794960022},{"id":"https://openalex.org/keywords/noisy-labels","display_name":"label noise","score":0.7379999756813049},{"id":"https://openalex.org/keywords/classification","display_name":"classification","score":0.871999979019165},{"id":"https://openalex.org/keywords/information-theoretic-analysis","display_name":"information-theoretic analysis","score":0.6980000138282776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4867127239704132}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:HAL:hal-04470156v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04470156/document","pdf_url":"https://hal.science/hal-04470156v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"GRETSI 2023 - XXIX\u00e8me Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04470156v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04470156/document","pdf_url":"https://hal.science/hal-04470156v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"GRETSI 2023 - XXIX\u00e8me Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392012234.pdf","grobid_xml":"https://content.openalex.org/works/W4392012234.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W2961566780","https://openalex.org/W2997416595","https://openalex.org/W4287673749"],"related_works":["https://openalex.org/W55237215","https://openalex.org/W3165256693","https://openalex.org/W7151348710","https://openalex.org/W7151023268","https://openalex.org/W4392012227","https://openalex.org/W7135357016","https://openalex.org/W4414696211","https://openalex.org/W6996603163","https://openalex.org/W1530217199","https://openalex.org/W7150886617"],"abstract_inverted_index":{"-Cet":[0],"article":[1],"propose":[2],"d'\u00e9tendre":[3],"le":[4],"cadre":[5],"de":[6,27,35,42,48,54,57,64,67,74],"l'apprentissage":[7],"semi-supervis\u00e9":[8],"en":[9],"y":[10],"int\u00e9grant":[11],"des":[12,20,82],"donn\u00e9es":[13],"mal":[14],"\u00e9tiquet\u00e9es,":[15],"ou":[16],"encore":[17],"\u00e9tiquet\u00e9es":[18],"avec":[19],"avis":[21],"divergents.":[22],"Nous":[23],"montrons":[24],"quel":[25],"gain":[26],"telles":[28],"\u00e9tiquettes":[29],"peuvent":[30],"apporter":[31],"\u00e0":[32,37],"un":[33,61],"probl\u00e8me":[34],"classification,":[36],"la":[38,72],"fois":[39],"d'un":[40,46],"point":[41,47],"vue":[43,49],"th\u00e9orique":[44],"et":[45,66],"pratique.":[50],"Notre":[51],"mod\u00e8le":[52],"s'accompagne":[53],"garanties":[55],"th\u00e9oriques":[56],"performance":[58],"qui":[59],"permettent":[60],"contr\u00f4le":[62],"pr\u00e9cis":[63],"l'algorithme":[65],"ses":[68],"param\u00e8tres.":[69],"De":[70],"plus,":[71],"th\u00e9orie":[73],"l'information":[75],"nous":[76],"montre":[77],"que":[78],"notre":[79],"algorithme":[80],"atteint":[81],"performances":[83],"quasi-optimales.":[84]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2024-02-22T00:00:00"}
