{"id":"https://openalex.org/W3129281898","doi":"https://doi.org/10.1109/tcns.2022.3198791","title":"Communication-Efficient Distributed Cooperative Learning With Compressed Beliefs","display_name":"Communication-Efficient Distributed Cooperative Learning With Compressed Beliefs","publication_year":2022,"publication_date":"2022-08-15","ids":{"openalex":"https://openalex.org/W3129281898","doi":"https://doi.org/10.1109/tcns.2022.3198791","mag":"3129281898"},"language":"en","primary_location":{"id":"doi:10.1109/tcns.2022.3198791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcns.2022.3198791","pdf_url":null,"source":{"id":"https://openalex.org/S2502544478","display_name":"IEEE Transactions on Control of Network Systems","issn_l":"2325-5870","issn":["2325-5870","2372-2533"],"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 Control of Network Systems","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/A5000289640","display_name":"Mohammad Taha Toghani","orcid":"https://orcid.org/0000-0002-8025-0012"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Taha Toghani","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Rice University, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-8025-0012","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047076392","display_name":"C\u00e9sar A. Uribe","orcid":"https://orcid.org/0000-0002-7080-9724"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cesar A. Uribe","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Rice University, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-7080-9724","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74775410"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":1.1903,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.77766209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"9","issue":"3","first_page":"1215","last_page":"1226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9994999766349792,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9994999766349792,"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/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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/set","display_name":"Set (abstract data type)","score":0.6943459510803223},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6412604451179504},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5947802066802979},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.5733686089515686},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5716862678527832},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.47253063321113586},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.4670471251010895},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.44038042426109314},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.430219829082489},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3575248122215271},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.317510187625885},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25324949622154236},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.136755108833313},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08207640051841736}],"concepts":[{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6943459510803223},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6412604451179504},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5947802066802979},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.5733686089515686},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5716862678527832},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.47253063321113586},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.4670471251010895},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.44038042426109314},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.430219829082489},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3575248122215271},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.317510187625885},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25324949622154236},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.136755108833313},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08207640051841736},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcns.2022.3198791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcns.2022.3198791","pdf_url":null,"source":{"id":"https://openalex.org/S2502544478","display_name":"IEEE Transactions on Control of Network Systems","issn_l":"2325-5870","issn":["2325-5870","2372-2533"],"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 Control of Network Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W568673721","https://openalex.org/W2044212084","https://openalex.org/W2058360748","https://openalex.org/W2115733245","https://openalex.org/W2162561163","https://openalex.org/W2169826194","https://openalex.org/W2407022425","https://openalex.org/W2501236262","https://openalex.org/W2520155607","https://openalex.org/W2600434153","https://openalex.org/W2608734364","https://openalex.org/W2769644379","https://openalex.org/W2771477296","https://openalex.org/W2786752321","https://openalex.org/W2795239532","https://openalex.org/W2890924858","https://openalex.org/W2895594331","https://openalex.org/W2911327153","https://openalex.org/W2911863041","https://openalex.org/W2935765455","https://openalex.org/W2939711182","https://openalex.org/W2939925216","https://openalex.org/W2963118811","https://openalex.org/W2963881501","https://openalex.org/W2964016680","https://openalex.org/W2996118901","https://openalex.org/W3005090007","https://openalex.org/W3007528421","https://openalex.org/W3011133540","https://openalex.org/W3014125243","https://openalex.org/W3015527073","https://openalex.org/W3022273187","https://openalex.org/W3039471214","https://openalex.org/W3045572672","https://openalex.org/W3047401137","https://openalex.org/W3084888924","https://openalex.org/W3102646983","https://openalex.org/W3117270203","https://openalex.org/W3118348921","https://openalex.org/W3159000640","https://openalex.org/W3163489813","https://openalex.org/W3173018902","https://openalex.org/W3175296385","https://openalex.org/W4205747042","https://openalex.org/W4245577611","https://openalex.org/W4287863844","https://openalex.org/W4294410806","https://openalex.org/W6746200960","https://openalex.org/W6754416507","https://openalex.org/W6758358981","https://openalex.org/W6758557334","https://openalex.org/W6765843025","https://openalex.org/W6773739445","https://openalex.org/W6774827312","https://openalex.org/W6775889687","https://openalex.org/W6784512781"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W4300044672","https://openalex.org/W1881631164","https://openalex.org/W2358292267","https://openalex.org/W2378166785","https://openalex.org/W1964277756","https://openalex.org/W2790129348","https://openalex.org/W4320855670"],"abstract_inverted_index":{"In":[0,32],"this":[1],"article,":[2],"we":[3,42,97],"study":[4],"the":[5,33,36,83,91,109,112,122,133,144,148],"problem":[6],"of":[7,14,22,29,38,88,93,108,125,135,143],"distributed":[8],"cooperative":[9],"learning,":[10],"where":[11,35,48],"a":[12,20,27,44,66,99],"group":[13],"agents":[15,49,72],"seeks":[16],"to":[17,73,120,141],"agree":[18],"on":[19,90,111],"set":[21,37,92],"hypotheses":[23,39],"that":[24,70,132],"best":[25],"describes":[26],"sequence":[28],"private":[30],"observations.":[31],"scenario":[34],"is":[40],"large,":[41],"propose":[43],"belief":[45],"update":[46],"rule":[47,69],"share":[50],"compressed":[51],"(either":[52],"sparse":[53],"or":[54],"quantized)":[55],"beliefs":[56,89,110],"with":[57],"an":[58],"arbitrary":[59],"positive":[60],"compression":[61,76],"rate.":[62],"Our":[63],"algorithm":[64],"leverages":[65],"unified":[67],"communication":[68,123],"enables":[71],"access":[74],"wide-ranging":[75],"operators":[77],"as":[78],"black-box":[79],"modules.":[80],"We":[81,116],"prove":[82],"almost":[84],"sure":[85],"asymptotic":[86],"convergence":[87],"optimal":[94,113],"hypotheses.":[95],"Additionally,":[96],"show":[98,131],"nonasymptotic,":[100],"explicit,":[101],"and":[102],"linear":[103],"concentration":[104],"rate":[105],"in":[106,147],"probability":[107],"hypothesis":[114],"set.":[115],"provide":[117],"numerical":[118],"experiments":[119],"illustrate":[121],"benefits":[124],"our":[126],"method.":[127],"The":[128],"simulation":[129],"results":[130],"number":[134],"transmitted":[136],"bits":[137],"can":[138],"be":[139],"reduced":[140],"5%\u201310%":[142],"noncompressed":[145],"method":[146],"studied":[149],"scenarios.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
