{"id":"https://openalex.org/W3006201850","doi":"https://doi.org/10.1007/978-3-030-59267-7_25","title":"On Coresets for Support Vector Machines","display_name":"On Coresets for Support Vector Machines","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3006201850","doi":"https://doi.org/10.1007/978-3-030-59267-7_25","mag":"3006201850"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-59267-7_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59267-7_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2002.06469","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066431761","display_name":"Murad Tukan","orcid":"https://orcid.org/0000-0001-7458-4916"},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Murad Tukan","raw_affiliation_strings":["University of Haifa, Computer Science Department, Israel","University of Haifa, Computer Science Department, Israel#TAB#"],"raw_orcid":"https://orcid.org/0000-0001-7458-4916","affiliations":[{"raw_affiliation_string":"University of Haifa, Computer Science Department, Israel","institution_ids":[]},{"raw_affiliation_string":"University of Haifa, Computer Science Department, Israel#TAB#","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006739892","display_name":"Cenk Baykal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cenk Baykal","raw_affiliation_strings":["MIT CSAIL, Cambridge, USA","MIT, CSAIL; Cambridge USA"],"raw_orcid":"https://orcid.org/0000-0002-6776-9493","affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, USA","institution_ids":[]},{"raw_affiliation_string":"MIT, CSAIL; Cambridge USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082255004","display_name":"Dan Feldman","orcid":"https://orcid.org/0000-0002-7700-9711"},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Dan Feldman","raw_affiliation_strings":["University of Haifa, Computer Science Department, Israel","University of Haifa, Computer Science Department, Israel#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Haifa, Computer Science Department, Israel","institution_ids":[]},{"raw_affiliation_string":"University of Haifa, Computer Science Department, Israel#TAB#","institution_ids":["https://openalex.org/I91203450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066830185","display_name":"Daniela Rus","orcid":"https://orcid.org/0000-0001-5473-3566"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniela Rus","raw_affiliation_strings":["MIT CSAIL, Cambridge, USA","MIT, CSAIL; Cambridge USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, USA","institution_ids":[]},{"raw_affiliation_string":"MIT, CSAIL; Cambridge USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066431761"],"corresponding_institution_ids":["https://openalex.org/I91203450"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.1359,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52721463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"890","issue":null,"first_page":"171","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9991000294685364,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9991000294685364,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9969000220298767,"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/T10057","display_name":"Face and Expression Recognition","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7600171566009521},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7529834508895874},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.6051133275032043},{"id":"https://openalex.org/keywords/corollary","display_name":"Corollary","score":0.6037390232086182},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5257450342178345},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5132286548614502},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5073680281639099},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4931766390800476},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4892852008342743},{"id":"https://openalex.org/keywords/small-data","display_name":"Small data","score":0.43242451548576355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4213279187679291},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40044984221458435},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37094634771347046},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3342512845993042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15287265181541443}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7600171566009521},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7529834508895874},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.6051133275032043},{"id":"https://openalex.org/C2780012671","wikidata":"https://www.wikidata.org/wiki/Q1343870","display_name":"Corollary","level":2,"score":0.6037390232086182},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5257450342178345},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5132286548614502},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5073680281639099},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4931766390800476},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4892852008342743},{"id":"https://openalex.org/C2779280203","wikidata":"https://www.wikidata.org/wiki/Q17121211","display_name":"Small data","level":2,"score":0.43242451548576355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4213279187679291},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40044984221458435},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37094634771347046},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3342512845993042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15287265181541443},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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":6,"locations":[{"id":"doi:10.1007/978-3-030-59267-7_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59267-7_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"doi:10.1016/j.tcs.2021.09.008","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.tcs.2021.09.008","pdf_url":null,"source":{"id":"https://openalex.org/S90727058","display_name":"Theoretical Computer Science","issn_l":"0304-3975","issn":["0304-3975","1879-2294"],"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":"Theoretical Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2002.06469","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.06469","pdf_url":"https://arxiv.org/pdf/2002.06469","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":null,"raw_type":"text"},{"id":"mag:3006201850","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2002.06469.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},{"id":"pmh:oai:dspace.mit.edu:1721.1/144050","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/144050","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv","raw_type":"http://purl.org/eprint/type/JournalArticle"},{"id":"doi:10.48550/arxiv.2002.06469","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2002.06469","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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2002.06469","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.06469","pdf_url":"https://arxiv.org/pdf/2002.06469","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":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G1579772187","display_name":null,"funder_award_id":"N00014-18-1-2830","funder_id":"https://openalex.org/F4320327149","funder_display_name":"Natural Resources, Energy and Science Authority of Sri Lanka"},{"id":"https://openalex.org/G223589181","display_name":null,"funder_award_id":"N00014-18-1-2830","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G2370377181","display_name":null,"funder_award_id":"1526815","funder_id":"https://openalex.org/F4320327149","funder_display_name":"Natural Resources, Energy and Science Authority of Sri Lanka"},{"id":"https://openalex.org/G3093522690","display_name":null,"funder_award_id":"N00014-18-1-2830","funder_id":"https://openalex.org/F4320307764","funder_display_name":"Microsoft"},{"id":"https://openalex.org/G3193125211","display_name":null,"funder_award_id":"1526815","funder_id":"https://openalex.org/F4320307764","funder_display_name":"Microsoft"},{"id":"https://openalex.org/G493579198","display_name":null,"funder_award_id":"1723943","funder_id":"https://openalex.org/F4320307774","funder_display_name":"JPMorgan Chase and Company"},{"id":"https://openalex.org/G5162025972","display_name":null,"funder_award_id":"1723943","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5214776353","display_name":null,"funder_award_id":"1526815","funder_id":"https://openalex.org/F4320307774","funder_display_name":"JPMorgan Chase and Company"},{"id":"https://openalex.org/G5292669330","display_name":null,"funder_award_id":"1526815","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G6647399767","display_name":null,"funder_award_id":"N00014-18-1-2830","funder_id":"https://openalex.org/F4320307774","funder_display_name":"JPMorgan Chase and Company"},{"id":"https://openalex.org/G6820975831","display_name":null,"funder_award_id":"1723943","funder_id":"https://openalex.org/F4320327149","funder_display_name":"Natural Resources, Energy and Science Authority of Sri Lanka"},{"id":"https://openalex.org/G7573928912","display_name":null,"funder_award_id":"1526815","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7631143731","display_name":null,"funder_award_id":"N00014-18-1-2830","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8409064307","display_name":null,"funder_award_id":"1723943","funder_id":"https://openalex.org/F4320307764","funder_display_name":"Microsoft"},{"id":"https://openalex.org/G8721652413","display_name":null,"funder_award_id":"1723943","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307764","display_name":"Microsoft","ror":"https://ror.org/00d0nc645"},{"id":"https://openalex.org/F4320307774","display_name":"JPMorgan Chase and Company","ror":"https://ror.org/01x3kkr08"},{"id":"https://openalex.org/F4320327149","display_name":"Natural Resources, Energy and Science Authority of Sri Lanka","ror":null},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1977263019","https://openalex.org/W1981773323","https://openalex.org/W1985142965","https://openalex.org/W1991417304","https://openalex.org/W2027560232","https://openalex.org/W2035720976","https://openalex.org/W2045964207","https://openalex.org/W2061902728","https://openalex.org/W2073459066","https://openalex.org/W2105867876","https://openalex.org/W2109706083","https://openalex.org/W2120286392","https://openalex.org/W2125993116","https://openalex.org/W2127179243","https://openalex.org/W2148603752","https://openalex.org/W2155319834","https://openalex.org/W2166479660","https://openalex.org/W2171671424","https://openalex.org/W2189625117","https://openalex.org/W2247953682","https://openalex.org/W2277648154","https://openalex.org/W2544661862","https://openalex.org/W2559873021","https://openalex.org/W2612467436","https://openalex.org/W2787219950","https://openalex.org/W2808630040","https://openalex.org/W2963128781","https://openalex.org/W2963433148","https://openalex.org/W2978660978","https://openalex.org/W2995428361","https://openalex.org/W3137286173","https://openalex.org/W4236343967","https://openalex.org/W4247692611","https://openalex.org/W6644410475","https://openalex.org/W6645750607","https://openalex.org/W6646908079","https://openalex.org/W6659037626","https://openalex.org/W6662026251","https://openalex.org/W6666053240","https://openalex.org/W6668990524","https://openalex.org/W6675792869","https://openalex.org/W6678093820","https://openalex.org/W6678988221","https://openalex.org/W6679587366","https://openalex.org/W6683152347","https://openalex.org/W6684399162","https://openalex.org/W6685623255","https://openalex.org/W6690901460","https://openalex.org/W6755874135","https://openalex.org/W6761496907","https://openalex.org/W6768671666","https://openalex.org/W6840899164","https://openalex.org/W6849912123"],"related_works":["https://openalex.org/W3197431719","https://openalex.org/W2609765694","https://openalex.org/W2608738262","https://openalex.org/W2914604087","https://openalex.org/W2277648154","https://openalex.org/W2390443640","https://openalex.org/W2924868743","https://openalex.org/W125428541","https://openalex.org/W1008032798","https://openalex.org/W2350616884","https://openalex.org/W3038476573","https://openalex.org/W2921372666","https://openalex.org/W2914406279","https://openalex.org/W2996210363","https://openalex.org/W2134507744","https://openalex.org/W2505554796","https://openalex.org/W2131151290","https://openalex.org/W640925362","https://openalex.org/W2469293760","https://openalex.org/W3133841704"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}