{"id":"https://openalex.org/W3017031875","doi":"https://doi.org/10.5555/2789272.2886796","title":"Second-order non-stationary online learning for regression","display_name":"Second-order non-stationary online learning for regression","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W3017031875","doi":"https://doi.org/10.5555/2789272.2886796","mag":"3017031875"},"language":"en","primary_location":{"id":"mag:3017031875","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/2789272.2886796","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of Machine Learning Research","raw_type":null},"type":"article","indexed_in":[],"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/A5005813066","display_name":"MoroshkoEdward","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"MoroshkoEdward","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047935062","display_name":"VaitsNina","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"VaitsNina","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5044880051","display_name":"CrammerKoby","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"CrammerKoby","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005813066"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6485,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.87051722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.8461999893188477,"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":0.8461999893188477,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.7955999970436096,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.788100004196167,"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/online-learning","display_name":"Online learning","score":0.6708685755729675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6022518873214722},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5407727956771851},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5231879353523254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4808988571166992},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4795548617839813},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44391655921936035},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4323924779891968},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.332785427570343},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23701170086860657},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.08950302004814148}],"concepts":[{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.6708685755729675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6022518873214722},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5407727956771851},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5231879353523254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4808988571166992},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4795548617839813},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44391655921936035},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4323924779891968},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.332785427570343},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23701170086860657},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.08950302004814148},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3017031875","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/2789272.2886796","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of Machine Learning Research","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1941867114","https://openalex.org/W1483952878","https://openalex.org/W2945414017","https://openalex.org/W2963252079","https://openalex.org/W1947123202","https://openalex.org/W1552364668","https://openalex.org/W1604002124","https://openalex.org/W2963812988","https://openalex.org/W3176910946","https://openalex.org/W2109428726","https://openalex.org/W3098934266","https://openalex.org/W2149433471","https://openalex.org/W3180361179","https://openalex.org/W2610841196","https://openalex.org/W3046476173","https://openalex.org/W1572401054","https://openalex.org/W3105576916","https://openalex.org/W3214102131","https://openalex.org/W2963616908","https://openalex.org/W2491144192"],"abstract_inverted_index":{"The":[0],"goal":[1],"of":[2],"a":[3],"learner":[4],"in":[5],"standard":[6],"online":[7],"learning,":[8],"is":[9],"to":[10],"have":[11],"the":[12,20],"cumulative":[13],"loss":[14],"not":[15],"much":[16],"larger":[17],"compared":[18],"with":[19],"best-performing":[21],"function":[22],"from":[23],"some":[24],"fixed":[25],"class.":[26],"Numerous":[27],"algorithms":[28],"were":[29],"shown":[30],"to...":[31]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}