{"id":"https://openalex.org/W3208377735","doi":"https://doi.org/10.1007/s00224-025-10224-z","title":"Label Ranking Through Nonparametric Regression","display_name":"Label Ranking Through Nonparametric Regression","publication_year":2025,"publication_date":"2025-05-29","ids":{"openalex":"https://openalex.org/W3208377735","doi":"https://doi.org/10.1007/s00224-025-10224-z","mag":"3208377735"},"language":"en","primary_location":{"id":"doi:10.1007/s00224-025-10224-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00224-025-10224-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00224-025-10224-z.pdf","source":{"id":"https://openalex.org/S4210177266","display_name":"Theory of Computing Systems","issn_l":"1432-4350","issn":["1432-4350","1433-0490"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theory of Computing Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00224-025-10224-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021246308","display_name":"Dimitris Fotakis","orcid":"https://orcid.org/0000-0001-6864-8960"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Dimitris Fotakis","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042852153","display_name":"Alkis Kalavasis","orcid":"https://orcid.org/0000-0002-1479-5268"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alkis Kalavasis","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043416420","display_name":"Eleni Psaroudaki","orcid":"https://orcid.org/0000-0003-4668-9029"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleni Psaroudaki","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021246308"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00022249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"69","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9682000279426575,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9682000279426575,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9556999802589417,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9539999961853027,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7733821868896484},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.7729679346084595},{"id":"https://openalex.org/keywords/nonparametric-regression","display_name":"Nonparametric regression","score":0.6178359985351562},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5668365955352783},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5513123273849487},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4936262369155884},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.47372332215309143},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36594006419181824},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3121168613433838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25846344232559204}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7733821868896484},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.7729679346084595},{"id":"https://openalex.org/C74127309","wikidata":"https://www.wikidata.org/wiki/Q3455886","display_name":"Nonparametric regression","level":3,"score":0.6178359985351562},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5668365955352783},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5513123273849487},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4936262369155884},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.47372332215309143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36594006419181824},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3121168613433838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25846344232559204}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00224-025-10224-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00224-025-10224-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00224-025-10224-z.pdf","source":{"id":"https://openalex.org/S4210177266","display_name":"Theory of Computing Systems","issn_l":"1432-4350","issn":["1432-4350","1433-0490"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theory of Computing Systems","raw_type":"journal-article"},{"id":"mag:3208377735","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2111.02749.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null}],"best_oa_location":{"id":"doi:10.1007/s00224-025-10224-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00224-025-10224-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00224-025-10224-z.pdf","source":{"id":"https://openalex.org/S4210177266","display_name":"Theory of Computing Systems","issn_l":"1432-4350","issn":["1432-4350","1433-0490"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theory of Computing Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G7428698665","display_name":null,"funder_award_id":"PEBE 2020","funder_id":"https://openalex.org/F4320330142","funder_display_name":"National Technical University of Athens"}],"funders":[{"id":"https://openalex.org/F4320330142","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3208377735.pdf","grobid_xml":"https://content.openalex.org/works/W3208377735.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W160347982","https://openalex.org/W163763094","https://openalex.org/W171292237","https://openalex.org/W289679716","https://openalex.org/W607505555","https://openalex.org/W1510526001","https://openalex.org/W1511694993","https://openalex.org/W1526445072","https://openalex.org/W1549130510","https://openalex.org/W1584815367","https://openalex.org/W1600537614","https://openalex.org/W1734803745","https://openalex.org/W1794117957","https://openalex.org/W1932717476","https://openalex.org/W1977253883","https://openalex.org/W2006698588","https://openalex.org/W2012247578","https://openalex.org/W2014902932","https://openalex.org/W2016023958","https://openalex.org/W2019575783","https://openalex.org/W2028851602","https://openalex.org/W2056624866","https://openalex.org/W2063368770","https://openalex.org/W2063445365","https://openalex.org/W2076541756","https://openalex.org/W2080446417","https://openalex.org/W2085247959","https://openalex.org/W2102201073","https://openalex.org/W2102705755","https://openalex.org/W2107853397","https://openalex.org/W2111296615","https://openalex.org/W2116563254","https://openalex.org/W2118075434","https://openalex.org/W2121692343","https://openalex.org/W2123687908","https://openalex.org/W2124379907","https://openalex.org/W2124833832","https://openalex.org/W2149166361","https://openalex.org/W2150398422","https://openalex.org/W2151364433","https://openalex.org/W2159075009","https://openalex.org/W2162387923","https://openalex.org/W2164910356","https://openalex.org/W2165758113","https://openalex.org/W2208550830","https://openalex.org/W2214916291","https://openalex.org/W2400599072","https://openalex.org/W2411610382","https://openalex.org/W2487770199","https://openalex.org/W2508745106","https://openalex.org/W2605228598","https://openalex.org/W2636096832","https://openalex.org/W2666788291","https://openalex.org/W2876724543","https://openalex.org/W2891124631","https://openalex.org/W2911964244","https://openalex.org/W2963251075","https://openalex.org/W2964269973","https://openalex.org/W2967655751","https://openalex.org/W3006694028","https://openalex.org/W3025566094","https://openalex.org/W3046559656","https://openalex.org/W3089100822","https://openalex.org/W3099516248","https://openalex.org/W3100743579","https://openalex.org/W3105189648","https://openalex.org/W3105315430","https://openalex.org/W3105488314","https://openalex.org/W3159543236","https://openalex.org/W3177015951","https://openalex.org/W4236362309","https://openalex.org/W4254749579","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1541412963","https://openalex.org/W2184572292","https://openalex.org/W1509119367","https://openalex.org/W4321367829","https://openalex.org/W2041704562","https://openalex.org/W4309301076","https://openalex.org/W2288767749","https://openalex.org/W4313160815","https://openalex.org/W2181913714","https://openalex.org/W2949120947"],"abstract_inverted_index":{"Abstract":[0],"Label":[1,47],"Ranking":[2],"(LR)":[3],"corresponds":[4],"to":[5,15,29,130],"the":[6,57,63,67,87,91,96,115,133,138],"problem":[7,69],"of":[8,21,66,100,118],"learning":[9,78],"a":[10,18,25,43,106],"hypothesis":[11],"that":[12],"maps":[13],"features":[14],"rankings":[16,72,104],"over":[17],"finite":[19],"set":[20],"labels.":[22],"We":[23,41],"adopt":[24],"nonparametric":[26,53],"regression":[27,54,135],"approach":[28,117],"LR":[30,68,101],"and":[31,51,73,83,109],"obtain":[32,110],"theoretical":[33,125],"performance":[34],"guarantees":[35,75],"for":[36,46,76],"this":[37],"fundamental":[38],"practical":[39],"problem.":[40],"introduce":[42],"generative":[44],"model":[45],"Ranking,":[48],"in":[49,86],"noiseless":[50,58],"noisy":[52,92],"settings.":[55],"In":[56,90],"setting,":[59,93],"we":[60,94,122],"focus":[61],"on":[62],"computational":[64],"aspects":[65],"with":[70,102,127],"full":[71],"provide":[74],"time-efficient":[77],"algorithms":[79],"using":[80,114],"decision":[81],"trees":[82],"random":[84],"forests":[85],"high-dimensional":[88],"regime.":[89],"consider":[95],"more":[97],"general":[98],"cases":[99],"incomplete":[103],"from":[105],"statistical":[107],"viewpoint":[108],"sample":[111],"complexity":[112],"bounds":[113],"One-Versus-One":[116],"multiclass":[119],"classification.":[120],"Lastly,":[121],"complement":[123],"our":[124],"contributions":[126],"experiments,":[128],"aiming":[129],"understand":[131],"how":[132],"input":[134],"noise":[136],"affects":[137],"observed":[139],"output.":[140]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}