{"id":"https://openalex.org/W1975149763","doi":"https://doi.org/10.1142/s0129054111009021","title":"A DUAL COORDINATE DESCENT ALGORITHM FOR SVMs COMBINED WITH RATIONAL KERNELS","display_name":"A DUAL COORDINATE DESCENT ALGORITHM FOR SVMs COMBINED WITH RATIONAL KERNELS","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W1975149763","doi":"https://doi.org/10.1142/s0129054111009021","mag":"1975149763"},"language":"en","primary_location":{"id":"doi:10.1142/s0129054111009021","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129054111009021","pdf_url":null,"source":{"id":"https://openalex.org/S68047077","display_name":"International Journal of Foundations of Computer Science","issn_l":"0129-0541","issn":["0129-0541","1793-6373"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Foundations of Computer Science","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/A5030888546","display_name":"Cyril Allauzen","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"CYRIL ALLAUZEN","raw_affiliation_strings":["Google Research, 76 Ninth Avenue, New York, NY 10011, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, 76 Ninth Avenue, New York, NY 10011, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013243115","display_name":"Corinna Cortes","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"CORINNA CORTES","raw_affiliation_strings":["Google Research, 76 Ninth Avenue, New York, NY 10011, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, 76 Ninth Avenue, New York, NY 10011, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058849006","display_name":"Mehryar Mohri","orcid":"https://orcid.org/0000-0002-3987-9847"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I36672615","display_name":"Courant Institute of Mathematical Sciences","ror":"https://ror.org/037tm7f56","country_code":"US","type":"education","lineage":["https://openalex.org/I36672615","https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MEHRYAR MOHRI","raw_affiliation_strings":["Courant Institute of Mathematical Sciences, 251 Mercer Street, New York, NY 10012, USA","Google Research, 76 Ninth Avenue, New York, NY 10011, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Courant Institute of Mathematical Sciences, 251 Mercer Street, New York, NY 10012, USA","institution_ids":["https://openalex.org/I36672615"]},{"raw_affiliation_string":"Google Research, 76 Ninth Avenue, New York, NY 10011, USA","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.07088397,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"22","issue":"08","first_page":"1761","last_page":"1779"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11567","display_name":"semigroups and automata theory","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11567","display_name":"semigroups and automata theory","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11269","display_name":"Algorithms and Data Compression","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/T12072","display_name":"Machine Learning and Algorithms","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6680458188056946},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6286734938621521},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5976161360740662},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5329122543334961},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.5267676115036011},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5055878162384033},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.4960058629512787},{"id":"https://openalex.org/keywords/coordinate-descent","display_name":"Coordinate descent","score":0.48916056752204895},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.482389360666275},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4548954367637634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31204891204833984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2549498677253723}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6680458188056946},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6286734938621521},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5976161360740662},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5329122543334961},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.5267676115036011},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5055878162384033},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.4960058629512787},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.48916056752204895},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.482389360666275},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4548954367637634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31204891204833984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2549498677253723},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0129054111009021","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129054111009021","pdf_url":null,"source":{"id":"https://openalex.org/S68047077","display_name":"International Journal of Foundations of Computer Science","issn_l":"0129-0541","issn":["0129-0541","1793-6373"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Foundations of Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W179694669","https://openalex.org/W1510073064","https://openalex.org/W1576213419","https://openalex.org/W1576520375","https://openalex.org/W1578332044","https://openalex.org/W1604938182","https://openalex.org/W1629199664","https://openalex.org/W1981511184","https://openalex.org/W2013850411","https://openalex.org/W2020816856","https://openalex.org/W2093918114","https://openalex.org/W2114281975","https://openalex.org/W2115694019","https://openalex.org/W2119290215","https://openalex.org/W2119821739","https://openalex.org/W2123135686","https://openalex.org/W2127713198","https://openalex.org/W2137557016","https://openalex.org/W2153635508","https://openalex.org/W2154034263","https://openalex.org/W2154478838","https://openalex.org/W2155319834","https://openalex.org/W2161195767","https://openalex.org/W2165966284","https://openalex.org/W2334285086","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2117229703","https://openalex.org/W2395088808","https://openalex.org/W2139276415","https://openalex.org/W2186864281","https://openalex.org/W2187599770","https://openalex.org/W2022712430","https://openalex.org/W4255427455","https://openalex.org/W2953178323","https://openalex.org/W4295727671","https://openalex.org/W4283776486"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,46,84],"novel":[4],"application":[5],"of":[6,48,80,87,95],"automata":[7,32],"algorithms":[8,42,67],"to":[9,45],"machine":[10],"learning.":[11],"It":[12],"introduces":[13],"the":[14,78,88],"first":[15],"optimization":[16],"solution":[17],"for":[18],"support":[19],"vector":[20],"machines":[21],"used":[22,54],"with":[23],"sequence":[24],"kernels":[25,49],"that":[26,65],"is":[27],"purely":[28],"based":[29],"on":[30],"weighted":[31],"and":[33,57,76],"transducer":[34],"algorithms,":[35],"without":[36],"requiring":[37],"any":[38],"specific":[39],"solver.":[40],"The":[41],"presented":[43],"apply":[44],"family":[47],"covering":[50],"all":[51],"those":[52],"commonly":[53],"in":[55],"text":[56],"speech":[58],"processing":[59],"or":[60],"computational":[61,71],"biology.":[62],"We":[63],"show":[64],"these":[66],"have":[68],"significantly":[69],"better":[70],"complexity":[72],"than":[73],"previous":[74],"ones":[75],"report":[77],"results":[79],"large-scale":[81],"experiments":[82],"demonstrating":[83],"dramatic":[85],"reduction":[86],"training":[89],"time,":[90],"typically":[91],"by":[92],"several":[93],"orders":[94],"magnitude.":[96]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
