{"id":"https://openalex.org/W36779469","doi":"https://doi.org/10.1007/978-3-642-33460-3_40","title":"Stochastic Coordinate Descent Methods for Regularized Smooth and Nonsmooth Losses","display_name":"Stochastic Coordinate Descent Methods for Regularized Smooth and Nonsmooth Losses","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W36779469","doi":"https://doi.org/10.1007/978-3-642-33460-3_40","mag":"36779469"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33460-3_40","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33460-3_40","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33460-3_40.pdf","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33460-3_40.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100707870","display_name":"Qing Tao","orcid":"https://orcid.org/0000-0003-0432-9770"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210110116","display_name":"Institute of Applied Technology","ror":"https://ror.org/01yy74248","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210110116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Tao","raw_affiliation_strings":["Inst. of Automation, Chinese Academy of Sciences, Beijing, P.R. China","New Star Research Inst. of Applied Technology, Hefei, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Automation, Chinese Academy of Sciences, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"New Star Research Inst. of Applied Technology, Hefei, P.R. China","institution_ids":["https://openalex.org/I4210110116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086284919","display_name":"Kang Kong","orcid":"https://orcid.org/0000-0001-5646-8807"},"institutions":[{"id":"https://openalex.org/I4210110116","display_name":"Institute of Applied Technology","ror":"https://ror.org/01yy74248","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210110116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Kong","raw_affiliation_strings":["New Star Research Inst. of Applied Technology, Hefei, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Star Research Inst. of Applied Technology, Hefei, P.R. China","institution_ids":["https://openalex.org/I4210110116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077539055","display_name":"Dejun Chu","orcid":"https://orcid.org/0000-0001-7126-9881"},"institutions":[{"id":"https://openalex.org/I4210110116","display_name":"Institute of Applied Technology","ror":"https://ror.org/01yy74248","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210110116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dejun Chu","raw_affiliation_strings":["New Star Research Inst. of Applied Technology, Hefei, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Star Research Inst. of Applied Technology, Hefei, P.R. China","institution_ids":["https://openalex.org/I4210110116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103637441","display_name":"Gaowei Wu","orcid":"https://orcid.org/0000-0003-2104-972X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaowei Wu","raw_affiliation_strings":["Inst. of Automation, Chinese Academy of Sciences, Beijing, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Automation, Chinese Academy of Sciences, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":9.8671,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.97601964,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"537","last_page":"552"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lipschitz-continuity","display_name":"Lipschitz continuity","score":0.7282553911209106},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6304783225059509},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5631534457206726},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5527931451797485},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.5425196290016174},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5411166548728943},{"id":"https://openalex.org/keywords/coordinate-descent","display_name":"Coordinate descent","score":0.5331325531005859},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.48072150349617004},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.46471747756004333},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42587757110595703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3105224370956421},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.0920606255531311},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0752267837524414}],"concepts":[{"id":"https://openalex.org/C22324862","wikidata":"https://www.wikidata.org/wiki/Q652707","display_name":"Lipschitz continuity","level":2,"score":0.7282553911209106},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6304783225059509},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5631534457206726},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5527931451797485},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.5425196290016174},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5411166548728943},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.5331325531005859},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.48072150349617004},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.46471747756004333},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42587757110595703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3105224370956421},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0920606255531311},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0752267837524414},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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:10.1007/978-3-642-33460-3_40","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33460-3_40","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33460-3_40.pdf","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"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-33460-3_40","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33460-3_40","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33460-3_40.pdf","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3546185863","display_name":"\u6570\u636e\u7406\u89e3\u7684\u82e5\u5e72\u57fa\u672c\u95ee\u9898\u7814\u7a76","funder_award_id":"60835002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7520703052","display_name":null,"funder_award_id":"61175050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326873","display_name":"National Laboratory of Pattern Recognition","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W36779469.pdf","grobid_xml":"https://content.openalex.org/works/W36779469.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W56897548","https://openalex.org/W1500003852","https://openalex.org/W1514006156","https://openalex.org/W1536816303","https://openalex.org/W1705314353","https://openalex.org/W1969048569","https://openalex.org/W1978259121","https://openalex.org/W1982941867","https://openalex.org/W2016318937","https://openalex.org/W2027197817","https://openalex.org/W2035720976","https://openalex.org/W2039050532","https://openalex.org/W2054489011","https://openalex.org/W2095984592","https://openalex.org/W2096199223","https://openalex.org/W2097360283","https://openalex.org/W2100038678","https://openalex.org/W2100556411","https://openalex.org/W2115807064","https://openalex.org/W2128529555","https://openalex.org/W2142623206","https://openalex.org/W2146482778","https://openalex.org/W2165966284","https://openalex.org/W2167732364","https://openalex.org/W2169713291","https://openalex.org/W2296319761","https://openalex.org/W3023471860","https://openalex.org/W4250589301","https://openalex.org/W4285719527","https://openalex.org/W4294541781"],"related_works":["https://openalex.org/W3185235544","https://openalex.org/W2897842840","https://openalex.org/W2911623553","https://openalex.org/W4297791327","https://openalex.org/W2397777611","https://openalex.org/W1502031429","https://openalex.org/W1980034243","https://openalex.org/W2283037149","https://openalex.org/W2140057251","https://openalex.org/W3172664294"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}