{"id":"https://openalex.org/W3006977717","doi":"https://doi.org/10.1162/neco_a_01266","title":"Online Learning Based on Online DCA and Application to Online Classification","display_name":"Online Learning Based on Online DCA and Application to Online Classification","publication_year":2020,"publication_date":"2020-02-18","ids":{"openalex":"https://openalex.org/W3006977717","doi":"https://doi.org/10.1162/neco_a_01266","mag":"3006977717","pmid":"https://pubmed.ncbi.nlm.nih.gov/32069174"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_01266","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01266","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"letter","indexed_in":["crossref","pubmed"],"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/A5042936176","display_name":"Hoai An Le Thi","orcid":"https://orcid.org/0000-0002-2239-2100"},"institutions":[{"id":"https://openalex.org/I4387155471","display_name":"Laboratoire de G\u00e9nie Informatique, de Production et de Maintenance","ror":"https://ror.org/04xykxd72","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210150706","https://openalex.org/I4387155471","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hoai An Le Thi","raw_affiliation_strings":["LGIPM, University of Lorraine, F 57000 Metz, France"],"affiliations":[{"raw_affiliation_string":"LGIPM, University of Lorraine, F 57000 Metz, France","institution_ids":["https://openalex.org/I4387155471","https://openalex.org/I90183372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013801164","display_name":"Vinh Thanh Ho","orcid":"https://orcid.org/0009-0009-1416-5360"},"institutions":[{"id":"https://openalex.org/I4387155471","display_name":"Laboratoire de G\u00e9nie Informatique, de Production et de Maintenance","ror":"https://ror.org/04xykxd72","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210150706","https://openalex.org/I4387155471","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vinh Thanh Ho","raw_affiliation_strings":["LGIPM, University of Lorraine, F 57000 Metz, France"],"affiliations":[{"raw_affiliation_string":"LGIPM, University of Lorraine, F 57000 Metz, France","institution_ids":["https://openalex.org/I4387155471","https://openalex.org/I90183372"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042936176"],"corresponding_institution_ids":["https://openalex.org/I4387155471","https://openalex.org/I90183372"],"apc_list":null,"apc_paid":null,"fwci":1.85713258,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8578629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"32","issue":"4","first_page":"759","last_page":"793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":1.0,"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":1.0,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9923999905586243,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sublinear-function","display_name":"Sublinear function","score":0.8144115209579468},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7293910384178162},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.7101008892059326},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.6827621459960938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5786048769950867},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5688441395759583},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.5535540580749512},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.52068030834198},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5109352469444275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48234790563583374},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4420314431190491},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3982722759246826},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26665574312210083},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.20806607604026794}],"concepts":[{"id":"https://openalex.org/C117160843","wikidata":"https://www.wikidata.org/wiki/Q338652","display_name":"Sublinear function","level":2,"score":0.8144115209579468},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7293910384178162},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.7101008892059326},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.6827621459960938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5786048769950867},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5688441395759583},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.5535540580749512},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.52068030834198},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5109352469444275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48234790563583374},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4420314431190491},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3982722759246826},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26665574312210083},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.20806607604026794},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1162/neco_a_01266","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01266","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:32069174","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32069174","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural computation","raw_type":null},{"id":"pmh:oai:HAL:hal-02502129v1","is_oa":false,"landing_page_url":"https://hal.univ-lorraine.fr/hal-02502129","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":"Neural Computation, 2020, 32 (4), pp.759-793. &#x27E8;10.1162/neco_a_01266&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W85058473","https://openalex.org/W169739242","https://openalex.org/W187184694","https://openalex.org/W924002907","https://openalex.org/W1506313179","https://openalex.org/W1540198634","https://openalex.org/W1540586255","https://openalex.org/W1552364668","https://openalex.org/W1570963478","https://openalex.org/W1583837637","https://openalex.org/W1709057194","https://openalex.org/W1762008180","https://openalex.org/W1860298838","https://openalex.org/W1990494141","https://openalex.org/W1994720006","https://openalex.org/W2008392312","https://openalex.org/W2015263936","https://openalex.org/W2040870580","https://openalex.org/W2051664786","https://openalex.org/W2057816915","https://openalex.org/W2069317438","https://openalex.org/W2073620032","https://openalex.org/W2074586650","https://openalex.org/W2077723394","https://openalex.org/W2108263314","https://openalex.org/W2118075434","https://openalex.org/W2119393863","https://openalex.org/W2129160848","https://openalex.org/W2142114717","https://openalex.org/W2148825261","https://openalex.org/W2160218441","https://openalex.org/W2162152253","https://openalex.org/W2169401877","https://openalex.org/W2257789489","https://openalex.org/W2340859457","https://openalex.org/W2499811908","https://openalex.org/W2513180554","https://openalex.org/W2528581397","https://openalex.org/W2607662938","https://openalex.org/W2740178347","https://openalex.org/W2757561447","https://openalex.org/W2784638391","https://openalex.org/W2798465183","https://openalex.org/W2807839331","https://openalex.org/W2808301361","https://openalex.org/W2888238026","https://openalex.org/W2914304175","https://openalex.org/W2914569389","https://openalex.org/W2954920938","https://openalex.org/W4205841652","https://openalex.org/W4211092921","https://openalex.org/W4232946521","https://openalex.org/W4285719527","https://openalex.org/W4292022450"],"related_works":["https://openalex.org/W4310831791","https://openalex.org/W2952412049","https://openalex.org/W2572248225","https://openalex.org/W1876956220","https://openalex.org/W2195225896","https://openalex.org/W3185920324","https://openalex.org/W4287073482","https://openalex.org/W3006977717","https://openalex.org/W1993326513","https://openalex.org/W4388993829"],"abstract_inverted_index":{"We":[0,40],"investigate":[1],"an":[2,24],"approach":[3],"based":[4],"on":[5,69],"DC":[6,32],"(Difference":[7],"of":[8,23,47,72,80],"Convex":[9],"functions)":[10],"programming":[11],"and":[12,51],"DCA":[13,37,49],"(DC":[14],"Algorithm)":[15],"for":[16,34,62],"online":[17,25,36,48,57,63,89],"learning":[18],"techniques.":[19],"The":[20],"prediction":[21],"problem":[22],"learner":[26],"can":[27],"be":[28],"formulated":[29],"as":[30],"a":[31,70],"program":[33],"which":[35],"is":[38],"applied.":[39],"propose":[41],"the":[42,78,87],"two":[43],"so-called":[44],"complete/approximate":[45],"versions":[46],"scheme":[50],"prove":[52],"their":[53],"logarithmic/sublinear":[54],"regrets.":[55],"Six":[56],"DCA-based":[58],"algorithms":[59,83],"are":[60],"developed":[61],"binary":[64],"linear":[65],"classification.":[66],"Numerical":[67],"experiments":[68],"variety":[71],"benchmark":[73],"classification":[74,90],"data":[75],"sets":[76],"show":[77],"efficiency":[79],"our":[81],"proposed":[82],"in":[84],"comparison":[85],"with":[86],"state-of-the-art":[88],"algorithms.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-02-13T15:27:49.765798","created_date":"2025-10-10T00:00:00"}
