{"id":"https://openalex.org/W2899762402","doi":"https://doi.org/10.1145/3236617","title":"Learning From Sleeping Experts","display_name":"Learning From Sleeping Experts","publication_year":2018,"publication_date":"2018-11-06","ids":{"openalex":"https://openalex.org/W2899762402","doi":"https://doi.org/10.1145/3236617","mag":"2899762402"},"language":"en","primary_location":{"id":"doi:10.1145/3236617","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3236617","pdf_url":null,"source":{"id":"https://openalex.org/S105046310","display_name":"ACM Transactions on Design Automation of Electronic Systems","issn_l":"1084-4309","issn":["1084-4309","1557-7309"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Design Automation of Electronic 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/A5102897199","display_name":"Anh Truong","orcid":"https://orcid.org/0000-0001-7174-5980"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anh Truong","raw_affiliation_strings":["University of Illinois at Urbana\u2013Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana\u2013Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075507961","display_name":"S. Rasoul Etesami","orcid":"https://orcid.org/0000-0002-2087-6136"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Rasoul Etesami","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, USA","University of Illinois at Urbana?Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana?Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012789968","display_name":"Negar Kiyavash","orcid":"https://orcid.org/0000-0002-8545-7709"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Negar Kiyavash","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, USA","University of Illinois at Urbana?Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana?Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16210327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":"6","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":1.0,"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":1.0,"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/T12288","display_name":"Optimization and Search Problems","score":0.9939000010490417,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9929999709129333,"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/computer-science","display_name":"Computer science","score":0.8800137042999268},{"id":"https://openalex.org/keywords/multiplicative-function","display_name":"Multiplicative function","score":0.6719487905502319},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6650002002716064},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4644261598587036},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.4600510597229004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45300543308258057},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35918545722961426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33632001280784607},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07706600427627563},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07306867837905884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8800137042999268},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.6719487905502319},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6650002002716064},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4644261598587036},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.4600510597229004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45300543308258057},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35918545722961426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33632001280784607},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07706600427627563},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07306867837905884},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3236617","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3236617","pdf_url":null,"source":{"id":"https://openalex.org/S105046310","display_name":"ACM Transactions on Design Automation of Electronic Systems","issn_l":"1084-4309","issn":["1084-4309","1557-7309"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Design Automation of Electronic 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":30,"referenced_works":["https://openalex.org/W594357522","https://openalex.org/W1570963478","https://openalex.org/W1783061888","https://openalex.org/W1923724101","https://openalex.org/W1966922488","https://openalex.org/W1968525591","https://openalex.org/W1982813377","https://openalex.org/W1999784270","https://openalex.org/W2007239301","https://openalex.org/W2011845369","https://openalex.org/W2014482607","https://openalex.org/W2015186536","https://openalex.org/W2022180480","https://openalex.org/W2025745283","https://openalex.org/W2041890459","https://openalex.org/W2046934276","https://openalex.org/W2054716087","https://openalex.org/W2121136483","https://openalex.org/W2143144711","https://openalex.org/W2155154949","https://openalex.org/W2165483665","https://openalex.org/W2169401877","https://openalex.org/W2401950669","https://openalex.org/W2480168523","https://openalex.org/W2604738573","https://openalex.org/W2611627047","https://openalex.org/W2655016877","https://openalex.org/W3021703980","https://openalex.org/W4237850333","https://openalex.org/W4243772471"],"related_works":["https://openalex.org/W4388150944","https://openalex.org/W4318195686","https://openalex.org/W2975999359","https://openalex.org/W4242235492","https://openalex.org/W4237162029","https://openalex.org/W2367268135","https://openalex.org/W4287173569","https://openalex.org/W2796561647","https://openalex.org/W4280497496","https://openalex.org/W1480190076"],"abstract_inverted_index":{"We":[0,96],"consider":[1],"a":[2,34],"generalized":[3],"model":[4],"of":[5,28,46,61,79,91,94,100,110,125,128,134,154],"learning":[6],"from":[7,15],"expert":[8,48,130],"advice":[9],"in":[10,76,86,108,115,138,163],"which":[11],"experts":[12,63],"could":[13],"abstain":[14],"participating":[16],"at":[17,64],"some":[18],"rounds.":[19],"Our":[20],"proposed":[21,156],"online":[22],"algorithm":[23,71,102,137],"falls":[24],"into":[25],"the":[26,44,58,65,70,77,87,92,98,104,116,123,152,160,164],"class":[27],"weighted":[29],"average":[30,59],"predictors":[31],"and":[32,113,147],"uses":[33],"time-varying":[35],"multiplicative":[36],"weight":[37,45],"update":[38,41],"rule.":[39],"This":[40,68],"rule":[42],"changes":[43],"an":[47,80],"based":[49],"on":[50,145],"his":[51],"or":[52],"her":[53],"relative":[54],"performance":[55,60],"compared":[56,158],"to":[57,103,159],"available":[62],"current":[66],"round.":[67],"makes":[69],"suitable":[72],"for":[73],"recommendation":[74],"systems":[75],"presence":[78],"adversary":[81],"with":[82],"many":[83],"potential":[84],"applications":[85],"new":[88],"emerging":[89],"area":[90],"Internet":[93],"Things.":[95],"prove":[97],"convergence":[99,132],"our":[101,126,155],"best":[105,129],"expert,":[106],"defined":[107],"terms":[109],"both":[111],"availability":[112],"accuracy,":[114],"stochastic":[117],"setting.":[118,140],"In":[119],"particular,":[120],"we":[121,150],"show":[122],"applicability":[124],"definition":[127],"through":[131,142],"analysis":[133],"another":[135],"well-known":[136],"this":[139],"Finally,":[141],"simulation":[143],"results":[144],"synthetic":[146],"real":[148],"datasets,":[149],"justify":[151],"out-performance":[153],"algorithms":[157],"existing":[161],"ones":[162],"literature.":[165]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}