{"id":"https://openalex.org/W2125035738","doi":"https://doi.org/10.1109/tac.2014.2329611","title":"Distributed Learning of Distributions via Social Sampling","display_name":"Distributed Learning of Distributions via Social Sampling","publication_year":2014,"publication_date":"2014-06-19","ids":{"openalex":"https://openalex.org/W2125035738","doi":"https://doi.org/10.1109/tac.2014.2329611","mag":"2125035738"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2014.2329611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2014.2329611","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","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/A5087162046","display_name":"Anand D. Sarwate","orcid":"https://orcid.org/0000-0001-6123-5282"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anand D. Sarwate","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA","School of Engineering, Electrical & Computer Engineering"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"School of Engineering, Electrical & Computer Engineering","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059310658","display_name":"Tara Javidi","orcid":"https://orcid.org/0000-0001-7112-1043"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tara Javidi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, La Jolla, CA, USA","[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087162046"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":1.407,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.82276455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"60","issue":"1","first_page":"34","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.7209455370903015},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.706601619720459},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6961336135864258},{"id":"https://openalex.org/keywords/stochastic-approximation","display_name":"Stochastic approximation","score":0.6611464023590088},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5367222428321838},{"id":"https://openalex.org/keywords/message-passing","display_name":"Message passing","score":0.5262191295623779},{"id":"https://openalex.org/keywords/empirical-distribution-function","display_name":"Empirical distribution function","score":0.5163789987564087},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.48638060688972473},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4853500425815582},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4621359407901764},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.45820924639701843},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.42133277654647827},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4176724851131439},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.41606661677360535},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3955659568309784},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37519752979278564},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37092477083206177},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2518620491027832},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1523641049861908},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1076611578464508}],"concepts":[{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.7209455370903015},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.706601619720459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6961336135864258},{"id":"https://openalex.org/C55479107","wikidata":"https://www.wikidata.org/wiki/Q97663916","display_name":"Stochastic approximation","level":3,"score":0.6611464023590088},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5367222428321838},{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.5262191295623779},{"id":"https://openalex.org/C98385598","wikidata":"https://www.wikidata.org/wiki/Q1339385","display_name":"Empirical distribution function","level":2,"score":0.5163789987564087},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.48638060688972473},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4853500425815582},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4621359407901764},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.45820924639701843},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.42133277654647827},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4176724851131439},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.41606661677360535},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3955659568309784},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37519752979278564},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37092477083206177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2518620491027832},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1523641049861908},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1076611578464508},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"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/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tac.2014.2329611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2014.2329611","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G4681576895","display_name":null,"funder_award_id":"CCF-1218331","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W229097380","https://openalex.org/W1479963817","https://openalex.org/W1499021337","https://openalex.org/W1536228023","https://openalex.org/W1568229137","https://openalex.org/W1984136080","https://openalex.org/W1984661256","https://openalex.org/W1988434354","https://openalex.org/W1998692453","https://openalex.org/W2001864568","https://openalex.org/W2002162676","https://openalex.org/W2008620264","https://openalex.org/W2028201344","https://openalex.org/W2033041968","https://openalex.org/W2040176268","https://openalex.org/W2054004314","https://openalex.org/W2061118827","https://openalex.org/W2061261552","https://openalex.org/W2084085026","https://openalex.org/W2087427091","https://openalex.org/W2106622011","https://openalex.org/W2107396783","https://openalex.org/W2110067080","https://openalex.org/W2111857756","https://openalex.org/W2112090702","https://openalex.org/W2112847394","https://openalex.org/W2114747139","https://openalex.org/W2117905067","https://openalex.org/W2120286056","https://openalex.org/W2122702058","https://openalex.org/W2124235672","https://openalex.org/W2127850304","https://openalex.org/W2134252677","https://openalex.org/W2135491774","https://openalex.org/W2137505594","https://openalex.org/W2140655807","https://openalex.org/W2146890818","https://openalex.org/W2150704725","https://openalex.org/W2160643434","https://openalex.org/W2161305486","https://openalex.org/W2162594647","https://openalex.org/W2167919134","https://openalex.org/W2168630576","https://openalex.org/W2169826194","https://openalex.org/W2171533384","https://openalex.org/W2172813797","https://openalex.org/W2912291331","https://openalex.org/W3099358910","https://openalex.org/W3104550706","https://openalex.org/W3143219376","https://openalex.org/W3208375358","https://openalex.org/W4241669766","https://openalex.org/W4250134109","https://openalex.org/W6631993146"],"related_works":["https://openalex.org/W2392091800","https://openalex.org/W2064946650","https://openalex.org/W4247441475","https://openalex.org/W1596157658","https://openalex.org/W3042714073","https://openalex.org/W2790129348","https://openalex.org/W2951451113","https://openalex.org/W4298072355","https://openalex.org/W2061261552","https://openalex.org/W2125622068"],"abstract_inverted_index":{"A":[0],"protocol":[1,33,62],"for":[2],"distributed":[3],"estimation":[4],"of":[5,29,56,98],"discrete":[6],"distributions":[7],"is":[8,23,34,73],"proposed.":[9],"Each":[10],"agent":[11],"begins":[12],"with":[13,63,83],"a":[14,37,49,61],"single":[15],"sample":[16,48],"from":[17,52,68],"the":[18,21,26,30,57,71,96],"distribution,":[19,58],"and":[20,91],"goal":[22],"to":[24,75],"learn":[25],"empirical":[27],"distribution":[28],"samples.":[31],"The":[32],"based":[35],"on":[36],"simple":[38],"message-passing":[39],"model":[40],"motivated":[41],"by":[42],"communication":[43],"in":[44,60],"social":[45],"networks.":[46],"Agents":[47],"message":[50],"randomly":[51],"their":[53],"current":[54],"estimates":[55],"resulting":[59],"quantized":[64],"messages.":[65],"Using":[66],"tools":[67],"stochastic":[69],"approximation,":[70],"algorithm":[72],"shown":[74],"converge":[76],"almost":[77],"surely.":[78],"Examples":[79],"illustrate":[80],"three":[81],"regimes":[82],"different":[84],"consensus":[85],"phenomena.":[86],"Simulations":[87],"demonstrate":[88],"this":[89],"convergence":[90],"give":[92],"some":[93],"insight":[94],"into":[95],"effect":[97],"network":[99],"topology.":[100]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
