{"id":"https://openalex.org/W3011767353","doi":"https://doi.org/10.1007/s10957-020-01648-3","title":"Improving the Convergence of Distributed Gradient Descent via Inexact Average Consensus","display_name":"Improving the Convergence of Distributed Gradient Descent via Inexact Average Consensus","publication_year":2020,"publication_date":"2020-03-17","ids":{"openalex":"https://openalex.org/W3011767353","doi":"https://doi.org/10.1007/s10957-020-01648-3","mag":"3011767353"},"language":"en","primary_location":{"id":"doi:10.1007/s10957-020-01648-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10957-020-01648-3","pdf_url":null,"source":{"id":"https://openalex.org/S52430896","display_name":"Journal of Optimization Theory and Applications","issn_l":"0022-3239","issn":["0022-3239","1573-2878"],"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":"Journal of Optimization Theory and Applications","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/A5083504272","display_name":"Bin Du","orcid":"https://orcid.org/0000-0002-0004-5378"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bin Du","raw_affiliation_strings":["School of Aeronautics and Astronautics, Purdue University, West-Lafayette, IN, 47906, USA"],"raw_orcid":"https://orcid.org/0000-0002-0004-5378","affiliations":[{"raw_affiliation_string":"School of Aeronautics and Astronautics, Purdue University, West-Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101631492","display_name":"Jiazhen Zhou","orcid":"https://orcid.org/0000-0002-2615-2796"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiazhen Zhou","raw_affiliation_strings":["School of Aeronautics and Astronautics, Purdue University, West-Lafayette, IN, 47906, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aeronautics and Astronautics, Purdue University, West-Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100382903","display_name":"Dengfeng Sun","orcid":"https://orcid.org/0000-0003-2983-2997"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dengfeng Sun","raw_affiliation_strings":["School of Aeronautics and Astronautics, Purdue University, West-Lafayette, IN, 47906, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aeronautics and Astronautics, Purdue University, West-Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5083504272"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.1342,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52895762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"185","issue":"2","first_page":"504","last_page":"521"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/convergence","display_name":"Convergence (economics)","score":0.7410078048706055},{"id":"https://openalex.org/keywords/theory-of-computation","display_name":"Theory of computation","score":0.6525934934616089},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6510453224182129},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.584068238735199},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.550866425037384},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5227501392364502},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5222371816635132},{"id":"https://openalex.org/keywords/consensus","display_name":"Consensus","score":0.515680193901062},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.4808714985847473},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.4190565049648285},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4098222553730011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3564138412475586},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.32572683691978455},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.08997192978858948},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.07391542196273804}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7410078048706055},{"id":"https://openalex.org/C24858836","wikidata":"https://www.wikidata.org/wiki/Q844718","display_name":"Theory of computation","level":2,"score":0.6525934934616089},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6510453224182129},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.584068238735199},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.550866425037384},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5227501392364502},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5222371816635132},{"id":"https://openalex.org/C107107730","wikidata":"https://www.wikidata.org/wiki/Q2994424","display_name":"Consensus","level":3,"score":0.515680193901062},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.4808714985847473},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.4190565049648285},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4098222553730011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3564138412475586},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.32572683691978455},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.08997192978858948},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.07391542196273804},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10957-020-01648-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10957-020-01648-3","pdf_url":null,"source":{"id":"https://openalex.org/S52430896","display_name":"Journal of Optimization Theory and Applications","issn_l":"0022-3239","issn":["0022-3239","1573-2878"],"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":"Journal of Optimization Theory and Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:joptap:v:185:y:2020:i:2:d:10.1007_s10957-020-01648-3","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10957-020-01648-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W866281365","https://openalex.org/W1571416372","https://openalex.org/W1788292158","https://openalex.org/W1968329117","https://openalex.org/W2009537245","https://openalex.org/W2012812921","https://openalex.org/W2044212084","https://openalex.org/W2108924122","https://openalex.org/W2114791779","https://openalex.org/W2123705108","https://openalex.org/W2124541940","https://openalex.org/W2129122308","https://openalex.org/W2140206057","https://openalex.org/W2154645018","https://openalex.org/W2335867341","https://openalex.org/W2582785293","https://openalex.org/W2727133841","https://openalex.org/W2782375002","https://openalex.org/W2952464298","https://openalex.org/W2962970367","https://openalex.org/W2963427711","https://openalex.org/W2963649943","https://openalex.org/W2964183442","https://openalex.org/W2964256184","https://openalex.org/W3123607434"],"related_works":["https://openalex.org/W1819217","https://openalex.org/W4384898","https://openalex.org/W12173359","https://openalex.org/W11698779","https://openalex.org/W7439820","https://openalex.org/W4878001","https://openalex.org/W8821478","https://openalex.org/W10376161","https://openalex.org/W143479","https://openalex.org/W9752124"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}