{"id":"https://openalex.org/W2058287499","doi":"https://doi.org/10.1016/s0166-218x(96)00129-1","title":"A sufficient condition for polynomial distribution-dependent learnability","display_name":"A sufficient condition for polynomial distribution-dependent learnability","publication_year":1997,"publication_date":"1997-06-01","ids":{"openalex":"https://openalex.org/W2058287499","doi":"https://doi.org/10.1016/s0166-218x(96)00129-1","mag":"2058287499"},"language":"en","primary_location":{"id":"doi:10.1016/s0166-218x(96)00129-1","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0166-218x(96)00129-1","pdf_url":null,"source":{"id":"https://openalex.org/S171741597","display_name":"Discrete Applied Mathematics","issn_l":"0166-218X","issn":["0166-218X","1872-6771"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discrete Applied Mathematics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5027567103","display_name":"Martin Anthony","orcid":"https://orcid.org/0000-0002-7796-6044"},"institutions":[{"id":"https://openalex.org/I909854389","display_name":"London School of Economics and Political Science","ror":"https://ror.org/0090zs177","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I909854389"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Martin Anthony","raw_affiliation_strings":["Department of Mathematics, London School of Economics, Houghton Street, London WC2A 2AE, UK","Department of Mathematics, London School of Economics, Houghton Street, London WC2A 2AE, UK#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, London School of Economics, Houghton Street, London WC2A 2AE, UK","institution_ids":["https://openalex.org/I909854389"]},{"raw_affiliation_string":"Department of Mathematics, London School of Economics, Houghton Street, London WC2A 2AE, UK#TAB#","institution_ids":["https://openalex.org/I909854389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047980012","display_name":"John Shawe\u2010Taylor","orcid":"https://orcid.org/0000-0002-2030-0073"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Shawe-Taylor","raw_affiliation_strings":["Department of Computer Science, Royal Holloway, University of London, Egham Hill, Egham, Surrey TW20 0EX, UK","[Department of Computer Science, Royal Holloway, University of London, Egham Hill, Egham, Surrey TW20 0EX, UK.]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Royal Holloway, University of London, Egham Hill, Egham, Surrey TW20 0EX, UK","institution_ids":["https://openalex.org/I184558857"]},{"raw_affiliation_string":"[Department of Computer Science, Royal Holloway, University of London, Egham Hill, Egham, Surrey TW20 0EX, UK.]","institution_ids":["https://openalex.org/I184558857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027567103"],"corresponding_institution_ids":["https://openalex.org/I909854389"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":null,"fwci":0.6038,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76584772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"77","issue":"1","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9871000051498413,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.979200005531311,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learnability","display_name":"Learnability","score":0.9605242013931274},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.8743900060653687},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.5424940586090088},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.5359694957733154},{"id":"https://openalex.org/keywords/sample-complexity","display_name":"Sample complexity","score":0.5344703793525696},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.528527021408081},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.4828072786331177},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.48244982957839966},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4695848822593689},{"id":"https://openalex.org/keywords/sample-size-determination","display_name":"Sample size determination","score":0.41821327805519104},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3281714618206024},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2112240195274353},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08897003531455994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.08365416526794434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07180032134056091}],"concepts":[{"id":"https://openalex.org/C2777723229","wikidata":"https://www.wikidata.org/wiki/Q4367921","display_name":"Learnability","level":2,"score":0.9605242013931274},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.8743900060653687},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.5424940586090088},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.5359694957733154},{"id":"https://openalex.org/C2778445095","wikidata":"https://www.wikidata.org/wiki/Q18354077","display_name":"Sample complexity","level":2,"score":0.5344703793525696},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.528527021408081},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.4828072786331177},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.48244982957839966},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4695848822593689},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.41821327805519104},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3281714618206024},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2112240195274353},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08897003531455994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.08365416526794434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07180032134056091},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/s0166-218x(96)00129-1","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0166-218x(96)00129-1","pdf_url":null,"source":{"id":"https://openalex.org/S171741597","display_name":"Discrete Applied Mathematics","issn_l":"0166-218X","issn":["0166-218X","1872-6771"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discrete Applied Mathematics","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:259794","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/259794/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:79273","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/79273/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   DISCRETE APPLIED MATHEMATICS , 77  (1)   pp. 1-12.   (1997)      ","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1520252399","https://openalex.org/W1530657611","https://openalex.org/W1546328101","https://openalex.org/W1849101968","https://openalex.org/W1966604104","https://openalex.org/W1971361630","https://openalex.org/W1973394166","https://openalex.org/W1987274424","https://openalex.org/W1994022788","https://openalex.org/W2001823786","https://openalex.org/W2010029425","https://openalex.org/W2019363670","https://openalex.org/W2029538739","https://openalex.org/W2081177492","https://openalex.org/W2139709458","https://openalex.org/W2154952480","https://openalex.org/W4238284510","https://openalex.org/W4238893454","https://openalex.org/W4252861488","https://openalex.org/W6639090969","https://openalex.org/W6642029162","https://openalex.org/W6647127303","https://openalex.org/W6650504489"],"related_works":["https://openalex.org/W3035217427","https://openalex.org/W3010487558","https://openalex.org/W2165933346","https://openalex.org/W1601120862","https://openalex.org/W4367369879","https://openalex.org/W2136298992","https://openalex.org/W4382239489","https://openalex.org/W4308830164","https://openalex.org/W2058287499","https://openalex.org/W4315705176"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
