{"id":"https://openalex.org/W3003446791","doi":"https://doi.org/10.5555/1577069.1755875","title":"Bounded Kernel-Based Online Learning","display_name":"Bounded Kernel-Based Online Learning","publication_year":2009,"publication_date":"2009-12-01","ids":{"openalex":"https://openalex.org/W3003446791","doi":"https://doi.org/10.5555/1577069.1755875","mag":"3003446791"},"language":"en","primary_location":{"id":"mag:3003446791","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1577069.1755875","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/A5020143569","display_name":"OrabonaFrancesco","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"OrabonaFrancesco","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020252550","display_name":"KeshetJoseph","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"KeshetJoseph","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5027455292","display_name":"CaputoBarbara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"CaputoBarbara","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.9972,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.94175563,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9901000261306763,"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":0.9901000261306763,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9887999892234802,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.987500011920929,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.6982707977294922},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5399814248085022},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4992716312408447},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4795386791229248},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43950605392456055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3843936324119568},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3242166042327881},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.28206658363342285},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10038509964942932},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0799083411693573}],"concepts":[{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.6982707977294922},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5399814248085022},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4992716312408447},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4795386791229248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43950605392456055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3843936324119568},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3242166042327881},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.28206658363342285},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10038509964942932},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0799083411693573}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3003446791","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1577069.1755875","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":[{"id":"https://metadata.un.org/sdg/10","score":0.4099999964237213,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1972478547","https://openalex.org/W2408432900","https://openalex.org/W201541604","https://openalex.org/W146164349","https://openalex.org/W2125335195","https://openalex.org/W2902307213","https://openalex.org/W2044571869","https://openalex.org/W2003473336","https://openalex.org/W2883285837","https://openalex.org/W3005803528","https://openalex.org/W2073869094","https://openalex.org/W3001831594","https://openalex.org/W2893830906","https://openalex.org/W82048252","https://openalex.org/W2582733386","https://openalex.org/W2861667118","https://openalex.org/W2549898883","https://openalex.org/W1621482170","https://openalex.org/W2844235671","https://openalex.org/W2785433750"],"abstract_inverted_index":{"A":[0],"common":[1],"problem":[2],"of":[3,16],"kernel-based":[4,10],"online":[5,22],"algorithms,":[6],"such":[7],"as":[8],"the":[9,14,21],"Perceptron":[11],"algorithm,":[12],"is":[13],"amount":[15],"memory":[17],"required":[18],"to":[19],"store":[20],"hypothesis,":[23],"which":[24],"may":[25],"increase":[26],"without":[27],"bound":[28],"...":[29]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":5}],"updated_date":"2025-10-10T17:16:08.811792","created_date":"2025-10-10T00:00:00"}