{"id":"https://openalex.org/W2537046506","doi":"https://doi.org/10.1109/tsp.2016.2617829","title":"Network Newton Distributed Optimization Methods","display_name":"Network Newton Distributed Optimization Methods","publication_year":2016,"publication_date":"2016-10-13","ids":{"openalex":"https://openalex.org/W2537046506","doi":"https://doi.org/10.1109/tsp.2016.2617829","mag":"2537046506"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2016.2617829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2016.2617829","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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":"IEEE Transactions on Signal Processing","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/A5008417632","display_name":"Aryan Mokhtari","orcid":"https://orcid.org/0000-0001-6603-0091"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aryan Mokhtari","raw_affiliation_strings":["Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029820392","display_name":"Qing Ling","orcid":"https://orcid.org/0000-0003-4222-5964"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Ling","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078862959","display_name":"Alejandro Ribeiro","orcid":"https://orcid.org/0000-0003-4230-9906"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alejandro Ribeiro","raw_affiliation_strings":["Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":19.2034,"has_fulltext":false,"cited_by_count":188,"citation_normalized_percentile":{"value":0.99432309,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"65","issue":"1","first_page":"146","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9988999962806702,"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":0.9988999962806702,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9979000091552734,"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":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/taylor-series","display_name":"Taylor series","score":0.7560994625091553},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6028150916099548},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5719611048698425},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.5545877814292908},{"id":"https://openalex.org/keywords/convex-function","display_name":"Convex function","score":0.5112118721008301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49895381927490234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4817662239074707},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4481132924556732},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.44175440073013306},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4401176869869232},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.347232460975647},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.34485679864883423}],"concepts":[{"id":"https://openalex.org/C158946198","wikidata":"https://www.wikidata.org/wiki/Q131187","display_name":"Taylor series","level":2,"score":0.7560994625091553},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6028150916099548},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5719611048698425},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.5545877814292908},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.5112118721008301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49895381927490234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4817662239074707},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4481132924556732},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.44175440073013306},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4401176869869232},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.347232460975647},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.34485679864883423},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2016.2617829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2016.2617829","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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":"IEEE Transactions on Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1975139511","display_name":null,"funder_award_id":"ONR N00014-12-1-0997","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G2619121740","display_name":null,"funder_award_id":"CCF-0952867","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5112565073","display_name":null,"funder_award_id":"61004137","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W866281365","https://openalex.org/W1506859583","https://openalex.org/W1571416372","https://openalex.org/W1583138050","https://openalex.org/W1616857247","https://openalex.org/W1989165177","https://openalex.org/W1989894462","https://openalex.org/W2009537245","https://openalex.org/W2012812921","https://openalex.org/W2020909452","https://openalex.org/W2044212084","https://openalex.org/W2063403497","https://openalex.org/W2092620240","https://openalex.org/W2096544401","https://openalex.org/W2108970807","https://openalex.org/W2110302464","https://openalex.org/W2117412539","https://openalex.org/W2118776392","https://openalex.org/W2123705108","https://openalex.org/W2128745767","https://openalex.org/W2129122308","https://openalex.org/W2130758224","https://openalex.org/W2133086339","https://openalex.org/W2144244418","https://openalex.org/W2148087609","https://openalex.org/W2164278908","https://openalex.org/W2216483973","https://openalex.org/W2293409919","https://openalex.org/W2296319761","https://openalex.org/W2324497552","https://openalex.org/W3101665129","https://openalex.org/W3141595720","https://openalex.org/W4242484741","https://openalex.org/W4250589301","https://openalex.org/W4292363360","https://openalex.org/W6688698367"],"related_works":["https://openalex.org/W2400034325","https://openalex.org/W4292651679","https://openalex.org/W2499557797","https://openalex.org/W2985014567","https://openalex.org/W4299515259","https://openalex.org/W2744955408","https://openalex.org/W2022378219","https://openalex.org/W2032676126","https://openalex.org/W2781354165","https://openalex.org/W4292295567"],"abstract_inverted_index":{"We":[0],"study":[1],"the":[2,13,16,69,82,116,130,139,146,149,159,172,186,195,198,209,214],"problem":[3],"of":[4,8,15,23,38,63,101,103,115,126,133,145,161,188,211],"minimizing":[5],"a":[6,24,43,59,88,104,124,168,176,189],"sum":[7],"convex":[9],"objective":[10,17],"functions,":[11],"where":[12],"components":[14],"are":[18,28,111,218],"available":[19],"at":[20,175,180],"different":[21],"nodes":[22,27,66],"network":[25,83],"and":[26,58,154,185,194,213],"allowed":[29],"to":[30,46,67,123,167,171,197,220,224],"only":[31],"communicate":[32],"with":[33],"their":[34],"neighbors.":[35],"The":[36,109,203],"use":[37],"distributed":[39,89,99],"gradient":[40],"methods":[41,54,127],"is":[42,96,151,179,183,201],"common":[44],"approach":[45,68],"solve":[47],"this":[48],"problem.":[49],"Their":[50],"popularity":[51],"notwithstanding,":[52],"these":[53],"exhibit":[55],"slow":[56],"convergence":[57,192,222],"consequent":[60],"large":[61],"number":[62,131,210],"communications":[64],"between":[65,191],"optimal":[70,173,199],"argument":[71,174,200],"because":[72],"they":[73],"rely":[74],"on":[75],"first-order":[76,225],"information":[77,162],"only.":[78],"This":[79,95,121],"paper":[80],"proposes":[81],"Newton":[84,107,117],"(NN)":[85],"method":[86,150],"as":[87],"algorithm":[90],"that":[91,178,217],"incorporates":[92],"second-order":[93],"information.":[94],"done":[97],"via":[98],"implementation":[100],"approximations":[102,110],"suitably":[105],"chosen":[106],"step.":[108],"obtained":[112],"by":[113,129],"truncation":[114],"step's":[118],"Taylor":[119,134,147],"expansion.":[120],"leads":[122],"family":[125],"defined":[128],"K":[132,143],"series":[135],"terms":[136,144],"kept":[137],"in":[138,163,208],"approximation.":[140],"When":[141],"keeping":[142],"series,":[148],"called":[152],"NN-K":[153],"can":[155],"be":[156],"implemented":[157],"through":[158],"aggregation":[160],"K-hop":[164],"neighborhoods.":[165],"Convergence":[166],"point":[169],"close":[170],"rate":[177],"least":[181],"linear":[182],"proven":[184],"existence":[187],"tradeoff":[190],"time":[193],"distance":[196],"shown.":[202],"numerical":[204],"experiments":[205],"corroborate":[206],"reductions":[207],"iterations":[212],"communication":[215],"cost":[216],"necessary":[219],"achieve":[221],"relative":[223],"alternatives.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":31},{"year":2019,"cited_by_count":32},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
