{"id":"https://openalex.org/W2538076577","doi":"https://doi.org/10.1109/globalsip.2016.7905899","title":"Distributed learning for resource allocation under uncertainty","display_name":"Distributed learning for resource allocation under uncertainty","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2538076577","doi":"https://doi.org/10.1109/globalsip.2016.7905899","mag":"2538076577"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2016.7905899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2016.7905899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://hal.science/hal-01382284","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018966648","display_name":"Panayotis Mertikopoulos","orcid":"https://orcid.org/0000-0003-2026-9616"},"institutions":[{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Panayotis Mertikopoulos","raw_affiliation_strings":["Inria","LIG, French National Center for Scientific Research (CNRS), Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Inria","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"LIG, French National Center for Scientific Research (CNRS), Grenoble, France","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I1294671590","https://openalex.org/I4210104430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043248870","display_name":"E. Veronica Belmega","orcid":"https://orcid.org/0000-0003-4336-4704"},"institutions":[{"id":"https://openalex.org/I86175216","display_name":"\u00c9cole Nationale Sup\u00e9rieure de l'\u00c9lectronique et de ses Applications","ror":"https://ror.org/03qeacd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I86175216"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210142324","display_name":"CY Cergy Paris Universit\u00e9","ror":"https://ror.org/043htjv09","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142324"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"E. Veronica Belmega","raw_affiliation_strings":["ETIS/ENSEA-UCP-CNRS, Cergy-Pontoise, France","Inria"],"affiliations":[{"raw_affiliation_string":"ETIS/ENSEA-UCP-CNRS, Cergy-Pontoise, France","institution_ids":["https://openalex.org/I86175216","https://openalex.org/I4210142324","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Inria","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063635284","display_name":"Luca Sanguinetti","orcid":"https://orcid.org/0000-0002-2577-4091"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Luca Sanguinetti","raw_affiliation_strings":["CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","Dipartimento di Ingegneria dell'Informazione, University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell'Informazione, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018966648"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":0.15952202,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6004163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"535","last_page":"539"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9994999766349792,"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"}},{"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7814589738845825},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5660421848297119},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5598627924919128},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5569180846214294},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5562922358512878},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5366406440734863},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5209511518478394},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.4797312319278717},{"id":"https://openalex.org/keywords/exponential-distribution","display_name":"Exponential distribution","score":0.45596805214881897},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.45031052827835083},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44469311833381653},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4258866608142853},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4147018492221832},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.41057464480400085},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3691336214542389},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19076380133628845},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11855566501617432},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11589345335960388},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11253494024276733},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09854945540428162}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7814589738845825},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5660421848297119},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5598627924919128},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5569180846214294},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5562922358512878},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5366406440734863},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5209511518478394},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.4797312319278717},{"id":"https://openalex.org/C55350006","wikidata":"https://www.wikidata.org/wiki/Q237193","display_name":"Exponential distribution","level":2,"score":0.45596805214881897},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.45031052827835083},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44469311833381653},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4258866608142853},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4147018492221832},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.41057464480400085},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3691336214542389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19076380133628845},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11855566501617432},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11589345335960388},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11253494024276733},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09854945540428162},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","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},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/globalsip.2016.7905899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2016.7905899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01382284v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01382284","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GlobalSIP 2016 - IEEE Global Conference on Signal and Information Processing, Dec 2016, Washington, United States. &#x27E8;10.1109/globalsip.2016.7905899&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:arpi.unipi.it:11568/843164","is_oa":true,"landing_page_url":"http://hdl.handle.net/11568/843164","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01382284v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01382284","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GlobalSIP 2016 - IEEE Global Conference on Signal and Information Processing, Dec 2016, Washington, United States. &#x27E8;10.1109/globalsip.2016.7905899&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8600000143051147,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1491706803","https://openalex.org/W1971031270","https://openalex.org/W1972221945","https://openalex.org/W2004001705","https://openalex.org/W2025328299","https://openalex.org/W2054692642","https://openalex.org/W2083621124","https://openalex.org/W2103965104","https://openalex.org/W2124649032","https://openalex.org/W2131711205","https://openalex.org/W2134295053","https://openalex.org/W2147056723","https://openalex.org/W2151773880","https://openalex.org/W2156577211","https://openalex.org/W2157551284","https://openalex.org/W2164498579","https://openalex.org/W2170912114","https://openalex.org/W2252405342","https://openalex.org/W2254533881","https://openalex.org/W2409973437","https://openalex.org/W2472080231","https://openalex.org/W2508310922","https://openalex.org/W2611627047","https://openalex.org/W2763734564","https://openalex.org/W2794536394","https://openalex.org/W3022321359","https://openalex.org/W3148325197","https://openalex.org/W4248175720","https://openalex.org/W6651597697","https://openalex.org/W6685009500"],"related_works":["https://openalex.org/W2374250903","https://openalex.org/W1546413948","https://openalex.org/W2263832889","https://openalex.org/W2243884323","https://openalex.org/W42072456","https://openalex.org/W4243095785","https://openalex.org/W4387894447","https://openalex.org/W2089057551","https://openalex.org/W4289866588","https://openalex.org/W2167858308"],"abstract_inverted_index":{"In":[0],"this":[1,50],"paper,":[2],"we":[3,34,52,78],"present":[4],"a":[5,13,36,45,108],"distributed":[6,17],"matrix":[7],"exponential":[8],"learning":[9],"(MXL)":[10],"algorithm":[11,56],"for":[12],"wide":[14],"range":[15],"of":[16,44,62,86],"optimization":[18],"problems":[19],"and":[20,28,115],"games":[21],"that":[22,40,54,66,104],"arise":[23],"in":[24,59,92],"signal":[25],"pro-":[26],"cessing":[27],"data":[29],"networks.":[30],"To":[31],"analyze":[32],"it,":[33],"introduce":[35],"novel":[37],"stability":[38],"concept":[39],"guarantees":[41],"the":[42,55,60,80,84],"existence":[43],"unique":[46],"equilibrium":[47],"solution;":[48],"under":[49,118],"condition,":[51],"show":[53],"converges":[57],"even":[58,117],"presence":[61],"highly":[63],"defective":[64],"feedback":[65],"is":[67],"subject":[68],"to":[69,83],"measurement":[70],"noise,":[71],"er-":[72],"rors,":[73],"etc.":[74],"For":[75],"illustration":[76],"purposes,":[77],"apply":[79],"proposed":[81],"method":[82],"problem":[85],"energy":[87],"efficiency":[88],"(EE)":[89],"maximiza-":[90],"tion":[91],"multi-user,":[93],"multiple-antenna":[94],"wireless":[95],"networks":[96],"with":[97],"imperfect":[98],"channel":[99],"state":[100],"information":[101],"(CSI),":[102],"showing":[103],"users":[105],"quickly":[106],"achieve":[107],"per":[109],"capita":[110],"EE":[111],"gain":[112],"between":[113],"100%":[114],"400%,":[116],"very":[119],"high":[120],"uncertainty.":[121]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
