{"id":"https://openalex.org/W2963740031","doi":"https://doi.org/10.1145/3229543.3229551","title":"Wireless Optimisation via Convex Bandits","display_name":"Wireless Optimisation via Convex Bandits","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2963740031","doi":"https://doi.org/10.1145/3229543.3229551","mag":"2963740031"},"language":"en","primary_location":{"id":"doi:10.1145/3229543.3229551","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3229543.3229551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Workshop on Network Meets AI &amp; ML - NetAI'18","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/A5066312572","display_name":"Cristina Cano","orcid":"https://orcid.org/0000-0002-8734-9314"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Cristina Cano","raw_affiliation_strings":["Universitat Oberta de Catalunya, Castelldefels, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya, Castelldefels, Spain","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077167635","display_name":"Gergely Neu","orcid":"https://orcid.org/0000-0001-6287-3796"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gergely Neu","raw_affiliation_strings":["Uiversitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Uiversitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066312572"],"corresponding_institution_ids":["https://openalex.org/I138847295"],"apc_list":null,"apc_paid":null,"fwci":0.6353,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75185517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9986000061035156,"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":0.9980000257492065,"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/observability","display_name":"Observability","score":0.7864828705787659},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7432133555412292},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6264444589614868},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5993184447288513},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.557799220085144},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5565652847290039},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.49366411566734314},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4362066388130188},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12097728252410889},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11836370825767517},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09995052218437195}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.7864828705787659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7432133555412292},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6264444589614868},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5993184447288513},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.557799220085144},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5565652847290039},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.49366411566734314},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4362066388130188},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12097728252410889},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11836370825767517},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09995052218437195},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3229543.3229551","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3229543.3229551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Workshop on Network Meets AI &amp; ML - NetAI'18","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W153281708","https://openalex.org/W1573853977","https://openalex.org/W1582250246","https://openalex.org/W2004001705","https://openalex.org/W2036322479","https://openalex.org/W2049934117","https://openalex.org/W2084761523","https://openalex.org/W2097487180","https://openalex.org/W2099243528","https://openalex.org/W2148825261","https://openalex.org/W2167331200","https://openalex.org/W2193897973","https://openalex.org/W2257712432","https://openalex.org/W2296088201","https://openalex.org/W2301614296","https://openalex.org/W2473549844","https://openalex.org/W2480650319","https://openalex.org/W2513180554","https://openalex.org/W2564253743","https://openalex.org/W2914156981","https://openalex.org/W2952906110","https://openalex.org/W2963194439","https://openalex.org/W2963740031","https://openalex.org/W3101740335","https://openalex.org/W3105237678"],"related_works":["https://openalex.org/W2046459260","https://openalex.org/W2967463586","https://openalex.org/W2765830098","https://openalex.org/W1971989957","https://openalex.org/W2517338020","https://openalex.org/W3157641275","https://openalex.org/W4312300846","https://openalex.org/W2615757685","https://openalex.org/W3133147449","https://openalex.org/W1901143057"],"abstract_inverted_index":{"Bandit":[0],"Convex":[1],"Optimisation":[2],"(BCO)":[3],"is":[4,48],"a":[5,18,21,49,145,154],"powerful":[6],"framework":[7],"for":[8,53],"sequential":[9,158],"decision-making":[10],"in":[11,107,137,144,193],"non-stationary":[12],"and":[13,57,82,140,156,167],"partially":[14],"observable":[15],"environments.":[16],"In":[17,113],"BCO":[19,101,126,160],"problem,":[20],"decision-maker":[22],"sequentially":[23],"picks":[24],"actions":[25],"to":[26,78,121,163,179,183],"minimize":[27],"the":[28,41,44,70,76,95,108,118,123,138,149,174,181,187,194],"cumulative":[29],"cost":[30],"associated":[31],"with":[32],"these":[33,99],"decisions,":[34],"all":[35],"while":[36,89],"receiving":[37],"partial":[38],"feedback":[39],"about":[40,94],"state":[42],"of":[43,65,69,110,125,176,189],"environment.":[45,147],"This":[46],"formulation":[47],"very":[50],"natural":[51,157],"fit":[52],"wireless-network":[54,111],"optimisation":[55],"problems":[56],"has":[58,102],"great":[59],"application":[60,188],"potential":[61,124],"since:":[62],"i)":[63],"instead":[64],"assuming":[66],"full":[67],"observability":[68],"network":[71,96],"state,":[72],"it":[73,84],"only":[74,91],"requires":[75],"metric":[77],"optimise":[79],"as":[80],"input,":[81],"ii)":[83],"provides":[85],"strong":[86],"performance":[87],"guarantees":[88],"making":[90],"minimal":[92],"assumptions":[93],"dynamics.":[97],"Despite":[98],"advantages,":[100],"not":[103],"yet":[104],"been":[105],"explored":[106],"context":[109],"optimisation.":[112],"this":[114,177],"paper,":[115],"we":[116,152],"make":[117],"first":[119],"steps":[120],"demonstrate":[122],"techniques":[127],"by":[128],"formulating":[129],"an":[130],"unlicensed":[131],"LTE/WiFi":[132],"fair":[133],"coexistence":[134],"use":[135],"case":[136],"framework,":[139],"providing":[141],"empirical":[142],"results":[143],"simulated":[146],"On":[148],"algorithmic":[150],"front,":[151],"propose":[153],"simple":[155],"multi-point":[159],"algorithm":[161],"amenable":[162],"wireless":[164],"networking":[165],"optimisation,":[166],"provide":[168],"its":[169],"theoretical":[170],"analysis.":[171],"We":[172],"expect":[173],"contributions":[175],"paper":[178],"pave":[180],"way":[182],"further":[184],"research":[185],"on":[186],"online":[190],"convex":[191],"methods":[192],"bandit":[195],"setting.":[196]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
