{"id":"https://openalex.org/W3044710518","doi":"https://doi.org/10.1109/jproc.2020.3007634","title":"Accelerated First-Order Optimization Algorithms for Machine Learning","display_name":"Accelerated First-Order Optimization Algorithms for Machine Learning","publication_year":2020,"publication_date":"2020-07-22","ids":{"openalex":"https://openalex.org/W3044710518","doi":"https://doi.org/10.1109/jproc.2020.3007634","mag":"3044710518"},"language":"en","primary_location":{"id":"doi:10.1109/jproc.2020.3007634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2020.3007634","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE","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/A5100319225","display_name":"Huan Li","orcid":"https://orcid.org/0000-0002-1286-6552"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huan Li","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","Institute of Robotics and Automatic Information Systems, College of Artificial Intelligence, Nankai University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Institute of Robotics and Automatic Information Systems, College of Artificial Intelligence, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008843158","display_name":"Cong Fang","orcid":"https://orcid.org/0000-0002-5076-7897"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cong Fang","raw_affiliation_strings":["Department of Electrical Engineering, Princeton University, Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016399094","display_name":"Zhouchen Lin","orcid":"https://orcid.org/0000-0003-1493-7569"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhouchen Lin","raw_affiliation_strings":["Key Laboratory of Machine Perception (MOE), School of Electronics Engineering and Computer Science (EECS), Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Machine Perception (MOE), School of Electronics Engineering and Computer Science (EECS), Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100319225"],"corresponding_institution_ids":["https://openalex.org/I205237279","https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":3.8473,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.94551958,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"108","issue":"11","first_page":"2067","last_page":"2082"},"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":0.9998999834060669,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9972000122070312,"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/computer-science","display_name":"Computer science","score":0.6713428497314453},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.6120710372924805},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5842477679252625},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5461848378181458},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5176125764846802},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4535977244377136},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.44875913858413696},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.44652795791625977},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.4344113767147064},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35065022110939026},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17893993854522705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6713428497314453},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.6120710372924805},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5842477679252625},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5461848378181458},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5176125764846802},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4535977244377136},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.44875913858413696},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.44652795791625977},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.4344113767147064},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35065022110939026},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17893993854522705},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jproc.2020.3007634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2020.3007634","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7483285578","display_name":null,"funder_award_id":"61625301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G940306304","display_name":null,"funder_award_id":"61731018","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":237,"referenced_works":["https://openalex.org/W104184427","https://openalex.org/W1505731132","https://openalex.org/W1516903196","https://openalex.org/W1547678669","https://openalex.org/W1569740721","https://openalex.org/W1571416372","https://openalex.org/W1860742233","https://openalex.org/W1899249567","https://openalex.org/W1939652453","https://openalex.org/W1947202642","https://openalex.org/W1972552174","https://openalex.org/W1979896658","https://openalex.org/W1984481261","https://openalex.org/W1987083649","https://openalex.org/W1988720110","https://openalex.org/W2000462146","https://openalex.org/W2009941369","https://openalex.org/W2029080014","https://openalex.org/W2030161963","https://openalex.org/W2044212084","https://openalex.org/W2047152541","https://openalex.org/W2066332749","https://openalex.org/W2075660001","https://openalex.org/W2076261573","https://openalex.org/W2092663520","https://openalex.org/W2092851214","https://openalex.org/W2095984592","https://openalex.org/W2097460613","https://openalex.org/W2098741260","https://openalex.org/W2100556411","https://openalex.org/W2106833843","https://openalex.org/W2107438106","https://openalex.org/W2117669906","https://openalex.org/W2118545728","https://openalex.org/W2119169789","https://openalex.org/W2119821739","https://openalex.org/W2124541940","https://openalex.org/W2124776405","https://openalex.org/W2127447444","https://openalex.org/W2129122308","https://openalex.org/W2134603645","https://openalex.org/W2135046866","https://openalex.org/W2137731592","https://openalex.org/W2142224912","https://openalex.org/W2144603975","https://openalex.org/W2153749284","https://openalex.org/W2163786124","https://openalex.org/W2167732364","https://openalex.org/W2184634347","https://openalex.org/W2188195356","https://openalex.org/W2195435876","https://openalex.org/W2218230881","https://openalex.org/W2241435520","https://openalex.org/W2254148458","https://openalex.org/W2286027391","https://openalex.org/W2291434103","https://openalex.org/W2293647857","https://openalex.org/W2300441948","https://openalex.org/W2301983558","https://openalex.org/W2304667012","https://openalex.org/W2336104608","https://openalex.org/W2390555709","https://openalex.org/W2405479119","https://openalex.org/W2414455940","https://openalex.org/W2474090883","https://openalex.org/W2520966671","https://openalex.org/W2523244466","https://openalex.org/W2528062157","https://openalex.org/W2546420264","https://openalex.org/W2556623528","https://openalex.org/W2591577911","https://openalex.org/W2592651140","https://openalex.org/W2604130501","https://openalex.org/W2609037894","https://openalex.org/W2617089797","https://openalex.org/W2625685405","https://openalex.org/W2725989512","https://openalex.org/W2729157799","https://openalex.org/W2750786826","https://openalex.org/W2753277175","https://openalex.org/W2758918273","https://openalex.org/W2763533254","https://openalex.org/W2767380555","https://openalex.org/W2770402827","https://openalex.org/W2787873267","https://openalex.org/W2788112772","https://openalex.org/W2789285995","https://openalex.org/W2790867397","https://openalex.org/W2792751837","https://openalex.org/W2803974531","https://openalex.org/W2808953177","https://openalex.org/W2810882972","https://openalex.org/W2811391283","https://openalex.org/W2884265051","https://openalex.org/W2895070114","https://openalex.org/W2911283328","https://openalex.org/W2911847432","https://openalex.org/W2942057781","https://openalex.org/W2947862237","https://openalex.org/W2948000265","https://openalex.org/W2952215077","https://openalex.org/W2952594493","https://openalex.org/W2962681649","https://openalex.org/W2962696654","https://openalex.org/W2962781506","https://openalex.org/W2962851402","https://openalex.org/W2962876518","https://openalex.org/W2963000588","https://openalex.org/W2963073480","https://openalex.org/W2963092340","https://openalex.org/W2963129420","https://openalex.org/W2963156201","https://openalex.org/W2963217371","https://openalex.org/W2963254131","https://openalex.org/W2963349772","https://openalex.org/W2963404710","https://openalex.org/W2963409219","https://openalex.org/W2963411541","https://openalex.org/W2963416883","https://openalex.org/W2963430672","https://openalex.org/W2963433607","https://openalex.org/W2963446085","https://openalex.org/W2963457669","https://openalex.org/W2963474881","https://openalex.org/W2963487351","https://openalex.org/W2963527706","https://openalex.org/W2963541115","https://openalex.org/W2963545805","https://openalex.org/W2963558078","https://openalex.org/W2963607709","https://openalex.org/W2963649943","https://openalex.org/W2963688849","https://openalex.org/W2963734024","https://openalex.org/W2963818748","https://openalex.org/W2963830980","https://openalex.org/W2963965485","https://openalex.org/W2964037929","https://openalex.org/W2964093568","https://openalex.org/W2964102336","https://openalex.org/W2964106499","https://openalex.org/W2964156132","https://openalex.org/W2964235750","https://openalex.org/W2964268944","https://openalex.org/W2966396637","https://openalex.org/W2966465943","https://openalex.org/W2969945254","https://openalex.org/W2970850035","https://openalex.org/W2972203720","https://openalex.org/W2989361410","https://openalex.org/W2991772480","https://openalex.org/W2993258424","https://openalex.org/W3009707357","https://openalex.org/W3013549678","https://openalex.org/W3016897523","https://openalex.org/W3023944502","https://openalex.org/W3024230214","https://openalex.org/W3024655380","https://openalex.org/W3037568070","https://openalex.org/W3038991971","https://openalex.org/W3086080324","https://openalex.org/W3099531832","https://openalex.org/W3099715789","https://openalex.org/W3100049367","https://openalex.org/W3100513551","https://openalex.org/W3102661755","https://openalex.org/W3104888543","https://openalex.org/W3141595720","https://openalex.org/W4239510810","https://openalex.org/W4240391021","https://openalex.org/W4287754021","https://openalex.org/W4287999075","https://openalex.org/W4289543499","https://openalex.org/W4289560234","https://openalex.org/W4293867496","https://openalex.org/W4294622503","https://openalex.org/W4297058485","https://openalex.org/W4297669735","https://openalex.org/W4297750465","https://openalex.org/W4301435544","https://openalex.org/W4320927804","https://openalex.org/W6604254268","https://openalex.org/W6630841318","https://openalex.org/W6639736602","https://openalex.org/W6640783478","https://openalex.org/W6674709963","https://openalex.org/W6676105031","https://openalex.org/W6676292492","https://openalex.org/W6677480971","https://openalex.org/W6677659438","https://openalex.org/W6680086368","https://openalex.org/W6680196509","https://openalex.org/W6686534882","https://openalex.org/W6687126236","https://openalex.org/W6691563341","https://openalex.org/W6698038680","https://openalex.org/W6711243375","https://openalex.org/W6712153814","https://openalex.org/W6713348437","https://openalex.org/W6713869322","https://openalex.org/W6714320865","https://openalex.org/W6720643467","https://openalex.org/W6727162712","https://openalex.org/W6727544253","https://openalex.org/W6730130278","https://openalex.org/W6734280532","https://openalex.org/W6734509502","https://openalex.org/W6735923916","https://openalex.org/W6737636196","https://openalex.org/W6738336337","https://openalex.org/W6740708716","https://openalex.org/W6745438911","https://openalex.org/W6746050020","https://openalex.org/W6746152743","https://openalex.org/W6746156715","https://openalex.org/W6748571795","https://openalex.org/W6749200166","https://openalex.org/W6751888367","https://openalex.org/W6752458581","https://openalex.org/W6752572913","https://openalex.org/W6753122105","https://openalex.org/W6754140693","https://openalex.org/W6754707222","https://openalex.org/W6758302211","https://openalex.org/W6759661895","https://openalex.org/W6762396932","https://openalex.org/W6763365080","https://openalex.org/W6763651947","https://openalex.org/W6764194201","https://openalex.org/W6766816269","https://openalex.org/W6768219332","https://openalex.org/W6770379143","https://openalex.org/W6770507440","https://openalex.org/W6771129036","https://openalex.org/W6774934054","https://openalex.org/W6776854658","https://openalex.org/W6779325187","https://openalex.org/W6785118603"],"related_works":["https://openalex.org/W3153752017","https://openalex.org/W1978745259","https://openalex.org/W3127438322","https://openalex.org/W4287330080","https://openalex.org/W1990112656","https://openalex.org/W2363855676","https://openalex.org/W2756132392","https://openalex.org/W3035814349","https://openalex.org/W2152231846","https://openalex.org/W4285101096"],"abstract_inverted_index":{"Numerical":[0],"optimization":[1],"serves":[2],"as":[3],"one":[4],"of":[5,8,15,20],"the":[6,13,54],"pillars":[7],"machine":[9],"learning.":[10],"To":[11],"meet":[12],"demands":[14],"big":[16],"data":[17],"applications,":[18],"lots":[19],"efforts":[21],"have":[22],"been":[23],"put":[24],"on":[25,38,45,58,64,78],"designing":[26],"theoretically":[27],"and":[28,71],"practically":[29],"fast":[30],"algorithms.":[31,47],"This":[32],"article":[33,50],"provides":[34],"a":[35,43],"comprehensive":[36],"survey":[37],"accelerated":[39,56],"first-order":[40],"algorithms":[41,57],"with":[42,52],"focus":[44],"stochastic":[46,68],"Specifically,":[48],"this":[49],"starts":[51],"reviewing":[53],"basic":[55],"deterministic":[59],"convex":[60,69],"optimization,":[61,70],"then":[62],"concentrates":[63],"their":[65],"extensions":[66],"to":[67],"at":[72],"last":[73],"introduces":[74],"some":[75],"recent":[76],"developments":[77],"acceleration":[79],"for":[80],"nonconvex":[81],"optimization.":[82]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-01T08:55:55.761014","created_date":"2025-10-10T00:00:00"}