{"id":"https://openalex.org/W3175300744","doi":"https://doi.org/10.1007/s10994-021-06018-2","title":"Linear support vector regression with linear constraints","display_name":"Linear support vector regression with linear constraints","publication_year":2021,"publication_date":"2021-06-24","ids":{"openalex":"https://openalex.org/W3175300744","doi":"https://doi.org/10.1007/s10994-021-06018-2","mag":"3175300744"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-021-06018-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-06018-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06018-2.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06018-2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043399252","display_name":"Quentin Klopfenstein","orcid":"https://orcid.org/0000-0002-5771-6013"},"institutions":[{"id":"https://openalex.org/I4210112333","display_name":"Institut de Math\u00e9matiques de Bourgogne","ror":"https://ror.org/021f0sa24","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210112333","https://openalex.org/I4405253280"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Quentin Klopfenstein","raw_affiliation_strings":["Institut Math\u00e9matiques de Bourgogne, Universit\u00e9 de Bourgogne, Dijon, France","Institut de Math\u00e9matiques de Bourgogne [Dijon]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Math\u00e9matiques de Bourgogne, Universit\u00e9 de Bourgogne, Dijon, France","institution_ids":["https://openalex.org/I4210112333"]},{"raw_affiliation_string":"Institut de Math\u00e9matiques de Bourgogne [Dijon]","institution_ids":["https://openalex.org/I4210112333"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065881667","display_name":"Samuel Vaiter","orcid":"https://orcid.org/0000-0002-4077-708X"},"institutions":[{"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/I4210112333","display_name":"Institut de Math\u00e9matiques de Bourgogne","ror":"https://ror.org/021f0sa24","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210112333","https://openalex.org/I4405253280"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Samuel Vaiter","raw_affiliation_strings":["Centre National de la Recherche Scientifique (CNRS) and the Institut Math\u00e9matiques de Bourgogne, Universit\u00e9 de Bourgogne, Dijon, France","Centre National de la Recherche Scientifique","Institut de Math\u00e9matiques de Bourgogne [Dijon]"],"raw_orcid":"https://orcid.org/0000-0002-4077-708X","affiliations":[{"raw_affiliation_string":"Centre National de la Recherche Scientifique (CNRS) and the Institut Math\u00e9matiques de Bourgogne, Universit\u00e9 de Bourgogne, Dijon, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210112333"]},{"raw_affiliation_string":"Centre National de la Recherche Scientifique","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Institut de Math\u00e9matiques de Bourgogne [Dijon]","institution_ids":["https://openalex.org/I4210112333"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065881667"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210112333"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.0917,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.76700615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"110","issue":"7","first_page":"1939","last_page":"1974"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9986000061035156,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/isotonic-regression","display_name":"Isotonic regression","score":0.5749185681343079},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5719293355941772},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5678612589836121},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5546301603317261},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.49800682067871094},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.48284727334976196},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.47398701310157776},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4614056646823883},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.44999682903289795},{"id":"https://openalex.org/keywords/simplex-algorithm","display_name":"Simplex algorithm","score":0.42568403482437134},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.41111549735069275},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.3628876209259033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3582804799079895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21231460571289062},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09995713829994202}],"concepts":[{"id":"https://openalex.org/C17418463","wikidata":"https://www.wikidata.org/wiki/Q3455874","display_name":"Isotonic regression","level":3,"score":0.5749185681343079},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5719293355941772},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5678612589836121},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5546301603317261},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.49800682067871094},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.48284727334976196},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.47398701310157776},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4614056646823883},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.44999682903289795},{"id":"https://openalex.org/C144521790","wikidata":"https://www.wikidata.org/wiki/Q134164","display_name":"Simplex algorithm","level":3,"score":0.42568403482437134},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.41111549735069275},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.3628876209259033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3582804799079895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21231460571289062},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09995713829994202},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10994-021-06018-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-06018-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06018-2.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03303248v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03303248","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":"https://link.springer.com/article/10.1007%2Fs10994-021-06018-2","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10994-021-06018-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-06018-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06018-2.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G4400367867","display_name":"Variational Methods for Graph Signals","funder_award_id":"ANR-18-CE40-0005","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4656594441","display_name":null,"funder_award_id":"ANR18","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5373468549","display_name":null,"funder_award_id":"Plan cancer 18CP134-00","funder_id":"https://openalex.org/F4320320893","funder_display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale"},{"id":"https://openalex.org/G7396205115","display_name":null,"funder_award_id":"ANER RAGA G048CVCRB-2018ZZ","funder_id":"https://openalex.org/F4320327269","funder_display_name":"Conseil r\u00e9gional de Bourgogne-Franche-Comt\u00e9"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320320893","display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","ror":"https://ror.org/02vjkv261"},{"id":"https://openalex.org/F4320327269","display_name":"Conseil r\u00e9gional de Bourgogne-Franche-Comt\u00e9","ror":"https://ror.org/04t9bwz39"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3175300744.pdf","grobid_xml":"https://content.openalex.org/works/W3175300744.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W831357384","https://openalex.org/W1540764732","https://openalex.org/W1596717185","https://openalex.org/W1871644925","https://openalex.org/W1964357740","https://openalex.org/W1985987855","https://openalex.org/W1995086037","https://openalex.org/W2000484728","https://openalex.org/W2000769684","https://openalex.org/W2002478327","https://openalex.org/W2028277614","https://openalex.org/W2028426093","https://openalex.org/W2047028564","https://openalex.org/W2054216387","https://openalex.org/W2069929199","https://openalex.org/W2075665712","https://openalex.org/W2087347434","https://openalex.org/W2090313502","https://openalex.org/W2095984592","https://openalex.org/W2098098075","https://openalex.org/W2101234009","https://openalex.org/W2101888056","https://openalex.org/W2102726935","https://openalex.org/W2108728387","https://openalex.org/W2111440106","https://openalex.org/W2115076892","https://openalex.org/W2122825543","https://openalex.org/W2126326837","https://openalex.org/W2127031212","https://openalex.org/W2129191766","https://openalex.org/W2135046866","https://openalex.org/W2137226992","https://openalex.org/W2140586694","https://openalex.org/W2142767931","https://openalex.org/W2148241659","https://openalex.org/W2149684865","https://openalex.org/W2151040995","https://openalex.org/W2153635508","https://openalex.org/W2164641162","https://openalex.org/W2165966284","https://openalex.org/W2209812019","https://openalex.org/W2274866051","https://openalex.org/W2551219942","https://openalex.org/W2593459174","https://openalex.org/W3100442728","https://openalex.org/W3120421331","https://openalex.org/W4212774754","https://openalex.org/W4234698323","https://openalex.org/W6675354045","https://openalex.org/W6680532697"],"related_works":["https://openalex.org/W2133667137","https://openalex.org/W2380756614","https://openalex.org/W2371762379","https://openalex.org/W4295094535","https://openalex.org/W4283583523","https://openalex.org/W4291914418","https://openalex.org/W4214624958","https://openalex.org/W2977992986","https://openalex.org/W2477407501","https://openalex.org/W2337360258"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}