{"id":"https://openalex.org/W4242484741","doi":"https://doi.org/10.1109/acssc.2014.7094740","title":"Network Newton","display_name":"Network Newton","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W4242484741","doi":"https://doi.org/10.1109/acssc.2014.7094740"},"language":"en","primary_location":{"id":"doi:10.1109/acssc.2014.7094740","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2014.7094740","pdf_url":null,"source":{"id":"https://openalex.org/S4363608593","display_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-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":["Dept. of Electrical and Systems Engineering, University of Pennsylvania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Systems Engineering, University of Pennsylvania","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":["Dept. of Automation, University of Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Automation, University of Science and Technology of 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":["Dept. of Electrical and Systems Engineering, University of Pennsylvania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Systems Engineering, University of Pennsylvania","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":2.263,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.90125673,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1621","last_page":"1625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9991999864578247,"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":0.9991999864578247,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9980999827384949,"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":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/subgradient-method","display_name":"Subgradient method","score":0.9084073305130005},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.761891782283783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.702705979347229},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5317232608795166},{"id":"https://openalex.org/keywords/convex-function","display_name":"Convex function","score":0.5298017859458923},{"id":"https://openalex.org/keywords/local-convergence","display_name":"Local convergence","score":0.48804011940956116},{"id":"https://openalex.org/keywords/newtons-method","display_name":"Newton's method","score":0.4847942888736725},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.4816385805606842},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.48154881596565247},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.37984398007392883},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.29734498262405396},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25166264176368713},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.22918105125427246},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.18531960248947144}],"concepts":[{"id":"https://openalex.org/C158968445","wikidata":"https://www.wikidata.org/wiki/Q7631150","display_name":"Subgradient method","level":2,"score":0.9084073305130005},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.761891782283783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.702705979347229},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5317232608795166},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.5298017859458923},{"id":"https://openalex.org/C117898588","wikidata":"https://www.wikidata.org/wiki/Q6664310","display_name":"Local convergence","level":3,"score":0.48804011940956116},{"id":"https://openalex.org/C85189116","wikidata":"https://www.wikidata.org/wiki/Q374195","display_name":"Newton's method","level":3,"score":0.4847942888736725},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.4816385805606842},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.48154881596565247},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.37984398007392883},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29734498262405396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25166264176368713},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.22918105125427246},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.18531960248947144},{"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/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/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acssc.2014.7094740","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2014.7094740","pdf_url":null,"source":{"id":"https://openalex.org/S4363608593","display_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1571416372","https://openalex.org/W1583138050","https://openalex.org/W2020909452","https://openalex.org/W2044212084","https://openalex.org/W2051723849","https://openalex.org/W2108970807","https://openalex.org/W2116222104","https://openalex.org/W2117412539","https://openalex.org/W2123705108","https://openalex.org/W2129122308","https://openalex.org/W2148087609","https://openalex.org/W2950419925","https://openalex.org/W3123607434","https://openalex.org/W4292363360","https://openalex.org/W6634001224","https://openalex.org/W6634932342","https://openalex.org/W6636333826"],"related_works":["https://openalex.org/W2134379805","https://openalex.org/W4297153560","https://openalex.org/W2465405765","https://openalex.org/W2387535608","https://openalex.org/W2964186284","https://openalex.org/W2804400349","https://openalex.org/W2350788688","https://openalex.org/W2799975713","https://openalex.org/W4297921956","https://openalex.org/W2380062341"],"abstract_inverted_index":{"We":[0,99],"consider":[1],"minimization":[2],"of":[3,6,13,21,36,64,94,121],"a":[4,22,61,83],"sum":[5],"convex":[7],"objective":[8,15],"functions":[9],"where":[10],"the":[11,14,70,77],"components":[12],"are":[16,26],"available":[17],"at":[18],"different":[19],"nodes":[20,25,68],"network":[23],"and":[24,119],"allowed":[27],"to":[28,60,96,106,126],"only":[29],"communicate":[30],"with":[31],"their":[32],"neighbors.":[33],"The":[34],"use":[35],"distributed":[37,84,92],"subgradient":[38],"or":[39],"gradient":[40],"methods":[41],"is":[42],"widespread":[43],"but":[44],"they":[45,52],"often":[46],"suffer":[47],"from":[48],"slow":[49],"convergence":[50,117],"since":[51],"rely":[53],"on":[54],"first":[55],"order":[56,89,105],"information,":[57],"which":[58],"leads":[59],"large":[62],"number":[63,120],"local":[65],"communications":[66,122],"between":[67],"in":[69,104,115],"network.":[71],"In":[72],"this":[73],"paper":[74],"we":[75],"propose":[76],"Network":[78],"Newton":[79,97],"(NN)":[80],"method":[81],"as":[82],"algorithm":[85],"that":[86],"incorporates":[87],"second":[88],"information":[90],"via":[91],"evaluation":[93],"approximations":[95],"steps.":[98],"also":[100],"introduce":[101],"adaptive":[102],"(A)NN":[103],"establish":[107],"exact":[108],"convergence.":[109],"Numerical":[110],"analyses":[111],"show":[112],"significant":[113],"improvement":[114],"both":[116],"time":[118],"for":[123],"NN":[124],"relative":[125],"existing":[127],"(first":[128],"order)":[129],"alternatives.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2022-05-12T00:00:00"}
