{"id":"https://openalex.org/W3119990369","doi":"https://doi.org/10.1007/s10107-020-01583-1","title":"A hybrid stochastic optimization framework for composite nonconvex optimization","display_name":"A hybrid stochastic optimization framework for composite nonconvex optimization","publication_year":2021,"publication_date":"2021-01-04","ids":{"openalex":"https://openalex.org/W3119990369","doi":"https://doi.org/10.1007/s10107-020-01583-1","mag":"3119990369"},"language":"en","primary_location":{"id":"doi:10.1007/s10107-020-01583-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10107-020-01583-1","pdf_url":null,"source":{"id":"https://openalex.org/S193920097","display_name":"Mathematical Programming","issn_l":"0025-5610","issn":["0025-5610","1436-4646"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Programming","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/A5102989560","display_name":"Quoc Tran-Dinh","orcid":"https://orcid.org/0000-0002-5866-0787"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Quoc Tran-Dinh","raw_affiliation_strings":["Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill, 318 Hanes Hall, UNC-Chapel Hill, NC, 27599-3260, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill, 318 Hanes Hall, UNC-Chapel Hill, NC, 27599-3260, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011485086","display_name":"Nhan H. Pham","orcid":"https://orcid.org/0000-0002-4490-8649"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nhan H. Pham","raw_affiliation_strings":["Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill, 318 Hanes Hall, UNC-Chapel Hill, NC, 27599-3260, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill, 318 Hanes Hall, UNC-Chapel Hill, NC, 27599-3260, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036688203","display_name":"Dzung T. Phan","orcid":"https://orcid.org/0000-0003-1579-7035"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dzung T. Phan","raw_affiliation_strings":["IBM Research, Thomas J. Watson Research Center, Yorktown Heights, NY, 10598, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research, Thomas J. Watson Research Center, Yorktown Heights, NY, 10598, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049043092","display_name":"Lam M. Nguyen","orcid":"https://orcid.org/0000-0001-6083-606X"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lam M. Nguyen","raw_affiliation_strings":["IBM Research, Thomas J. Watson Research Center, Yorktown Heights, NY, 10598, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research, Thomas J. Watson Research Center, Yorktown Heights, NY, 10598, USA","institution_ids":["https://openalex.org/I4210114115"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102989560"],"corresponding_institution_ids":["https://openalex.org/I114027177"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":2.6593,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.91312552,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"191","issue":"2","first_page":"1005","last_page":"1071"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":1.0,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":1.0,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9904000163078308,"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/estimator","display_name":"Estimator","score":0.6250568628311157},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5975234508514404},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.5630999207496643},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5317918658256531},{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.529610276222229},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.46972715854644775},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.46972453594207764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44054776430130005},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43467968702316284}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6250568628311157},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5975234508514404},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.5630999207496643},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5317918658256531},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.529610276222229},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.46972715854644775},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.46972453594207764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44054776430130005},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43467968702316284},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10107-020-01583-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10107-020-01583-1","pdf_url":null,"source":{"id":"https://openalex.org/S193920097","display_name":"Mathematical Programming","issn_l":"0025-5610","issn":["0025-5610","1436-4646"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Programming","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G2129340703","display_name":null,"funder_award_id":"No. N00014-20-1-2088","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G3096217106","display_name":null,"funder_award_id":"DMS. 1619884","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"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":87,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W584312462","https://openalex.org/W1494085563","https://openalex.org/W1505731132","https://openalex.org/W1778935443","https://openalex.org/W1842094663","https://openalex.org/W1915957564","https://openalex.org/W1939652453","https://openalex.org/W1987083649","https://openalex.org/W1992208280","https://openalex.org/W1994616650","https://openalex.org/W2009941369","https://openalex.org/W2013327579","https://openalex.org/W2029463628","https://openalex.org/W2073750241","https://openalex.org/W2086161653","https://openalex.org/W2096840748","https://openalex.org/W2103628399","https://openalex.org/W2107438106","https://openalex.org/W2120717492","https://openalex.org/W2124541940","https://openalex.org/W2132211083","https://openalex.org/W2146502635","https://openalex.org/W2151532749","https://openalex.org/W2153635508","https://openalex.org/W2156779765","https://openalex.org/W2293249015","https://openalex.org/W2406665342","https://openalex.org/W2432567885","https://openalex.org/W2556623528","https://openalex.org/W2557283755","https://openalex.org/W2594182398","https://openalex.org/W2619167391","https://openalex.org/W2625685405","https://openalex.org/W2729157799","https://openalex.org/W2782832664","https://openalex.org/W2787172500","https://openalex.org/W2803974531","https://openalex.org/W2890706276","https://openalex.org/W2900789157","https://openalex.org/W2903056248","https://openalex.org/W2912488710","https://openalex.org/W2913743069","https://openalex.org/W2914000446","https://openalex.org/W2914390528","https://openalex.org/W2914409766","https://openalex.org/W2919115771","https://openalex.org/W2943091211","https://openalex.org/W2945752060","https://openalex.org/W2948947731","https://openalex.org/W2949704402","https://openalex.org/W2951120012","https://openalex.org/W2951781382","https://openalex.org/W2952215077","https://openalex.org/W2952254620","https://openalex.org/W2962867868","https://openalex.org/W2962930655","https://openalex.org/W2962970637","https://openalex.org/W2963060476","https://openalex.org/W2963129420","https://openalex.org/W2963156201","https://openalex.org/W2963248893","https://openalex.org/W2963397933","https://openalex.org/W2963409219","https://openalex.org/W2963411541","https://openalex.org/W2963455631","https://openalex.org/W2963470657","https://openalex.org/W2963607709","https://openalex.org/W2963926425","https://openalex.org/W2963941964","https://openalex.org/W2964000362","https://openalex.org/W2964106499","https://openalex.org/W2964121744","https://openalex.org/W2966465943","https://openalex.org/W2970527576","https://openalex.org/W2971032006","https://openalex.org/W2993258424","https://openalex.org/W3024230214","https://openalex.org/W3037568070","https://openalex.org/W3039770199","https://openalex.org/W3084718985","https://openalex.org/W3086762633","https://openalex.org/W3102802540","https://openalex.org/W3141595720","https://openalex.org/W6600120041","https://openalex.org/W6601700763","https://openalex.org/W6606667432"],"related_works":["https://openalex.org/W3122602933","https://openalex.org/W2950038056","https://openalex.org/W1544940847","https://openalex.org/W2289285490","https://openalex.org/W1978745259","https://openalex.org/W3127438322","https://openalex.org/W4287330080","https://openalex.org/W1990112656","https://openalex.org/W2363855676","https://openalex.org/W2152231846"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
