{"id":"https://openalex.org/W2092214308","doi":"https://doi.org/10.1109/jstsp.2014.2365757","title":"Whose Opinion to Follow in Multihypothesis Social Learning? A Large Deviations Perspective","display_name":"Whose Opinion to Follow in Multihypothesis Social Learning? A Large Deviations Perspective","publication_year":2014,"publication_date":"2014-10-30","ids":{"openalex":"https://openalex.org/W2092214308","doi":"https://doi.org/10.1109/jstsp.2014.2365757","mag":"2092214308"},"language":"en","primary_location":{"id":"doi:10.1109/jstsp.2014.2365757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2014.2365757","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1403.4011","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046850399","display_name":"Wee Peng Tay","orcid":"https://orcid.org/0000-0002-1543-195X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Wee Peng Tay","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5046850399"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":4.179,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.94624651,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"2","first_page":"344","last_page":"359"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9767000079154968,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9674999713897705,"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/function","display_name":"Function (biology)","score":0.591545820236206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5348281860351562},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5164240002632141},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4751565158367157},{"id":"https://openalex.org/keywords/hinge-loss","display_name":"Hinge loss","score":0.4633866250514984},{"id":"https://openalex.org/keywords/equivalence","display_name":"Equivalence (formal languages)","score":0.44307276606559753},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3756648898124695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3702391982078552},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.21288633346557617}],"concepts":[{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.591545820236206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5348281860351562},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5164240002632141},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4751565158367157},{"id":"https://openalex.org/C39891107","wikidata":"https://www.wikidata.org/wiki/Q5767098","display_name":"Hinge loss","level":3,"score":0.4633866250514984},{"id":"https://openalex.org/C2780069185","wikidata":"https://www.wikidata.org/wiki/Q7977945","display_name":"Equivalence (formal languages)","level":2,"score":0.44307276606559753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3756648898124695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3702391982078552},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.21288633346557617},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/jstsp.2014.2365757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2014.2365757","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1403.4011","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1403.4011","pdf_url":"https://arxiv.org/pdf/1403.4011","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.871.3636","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.871.3636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Wee_Peng_Tay/publication/260873318_Whose_Opinion_to_follow_in_Multihypothesis_Social_Learning_A_Large_Deviations_Perspective/links/547f8bb20cf2ccc7f8b94fad.pdf","raw_type":"text"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/81388","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/81388","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1403.4011","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1403.4011","pdf_url":"https://arxiv.org/pdf/1403.4011","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7599999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1966006953","https://openalex.org/W1967579779","https://openalex.org/W1969061574","https://openalex.org/W1975747075","https://openalex.org/W1979519462","https://openalex.org/W1980591506","https://openalex.org/W1986327434","https://openalex.org/W1989763729","https://openalex.org/W1994473607","https://openalex.org/W1996700824","https://openalex.org/W2003741412","https://openalex.org/W2005530146","https://openalex.org/W2007641398","https://openalex.org/W2009715706","https://openalex.org/W2013572816","https://openalex.org/W2017613761","https://openalex.org/W2034397671","https://openalex.org/W2045030310","https://openalex.org/W2052602862","https://openalex.org/W2059120410","https://openalex.org/W2069458187","https://openalex.org/W2093953549","https://openalex.org/W2095818990","https://openalex.org/W2102931639","https://openalex.org/W2103482439","https://openalex.org/W2103818900","https://openalex.org/W2110694538","https://openalex.org/W2112739590","https://openalex.org/W2115915204","https://openalex.org/W2116972936","https://openalex.org/W2121154010","https://openalex.org/W2133380705","https://openalex.org/W2135200259","https://openalex.org/W2146414958","https://openalex.org/W2150472020","https://openalex.org/W2153334715","https://openalex.org/W2160533339","https://openalex.org/W2163079677","https://openalex.org/W2170725991","https://openalex.org/W2296319761","https://openalex.org/W2327373345","https://openalex.org/W2478708596","https://openalex.org/W3022273187","https://openalex.org/W3190595840","https://openalex.org/W4242087913","https://openalex.org/W4250589301","https://openalex.org/W4301258660"],"related_works":["https://openalex.org/W2942806827","https://openalex.org/W2036329542","https://openalex.org/W2163046677","https://openalex.org/W2941035935","https://openalex.org/W4288375424","https://openalex.org/W4382322253","https://openalex.org/W4289674694","https://openalex.org/W4388569416","https://openalex.org/W3043384180","https://openalex.org/W2383918176"],"abstract_inverted_index":{"We":[0,54,81,122,192],"consider":[1],"a":[2,14,24,106,117,136],"multihypothesis":[3],"social":[4],"learning":[5],"problem":[6],"in":[7],"which":[8,104,188],"an":[9,21,67,172,210],"agent":[10,41,62,73,94,134,203],"has":[11],"access":[12],"to":[13,28,44,74,79,85,208],"set":[15,25],"of":[16,26,59,108,119,126],"private":[17],"observations":[18],"and":[19,42,49,63,65,116,129],"chooses":[20],"opinion":[22],"from":[23],"experts":[27,43,147,161],"incorporate":[29],"into":[30],"its":[31,154],"final":[32],"decision.":[33],"To":[34],"model":[35],"individual":[36],"biases,":[37],"we":[38],"allow":[39],"the":[40,56,61,72,76,88,93,100,111,124,133,157,163,168,175,186,202,213],"have":[45,162],"general":[46],"loss":[47,57,90,102,107,118,177,206,215],"functions":[48],"possibly":[50],"different":[51],"decision":[52,149,165],"spaces.":[53],"characterize":[55],"exponents":[58],"both":[60],"experts,":[64],"provide":[66],"asymptotically":[68],"optimal":[69,184,200],"method":[70],"for":[71,92,185,196,201],"choose":[75,209],"best":[77],"expert":[78,173,211],"follow.":[80],"show":[82,130],"that":[83,131,139],"up":[84],"asymptotic":[86],"equivalence,":[87],"worst":[89],"exponent":[91],"is":[95,114,140,181,189,199],"achieved":[96],"when":[97,197],"it":[98,144,198],"adopts":[99,135],"0-1":[101,205],"function,":[103],"assigns":[105],"0":[109],"if":[110,132,160],"true":[112],"hypothesis":[113],"declared":[115],"1":[120],"otherwise.":[121],"introduce":[123],"concept":[125],"hypothesis-loss":[127,141],"neutrality,":[128],"particular":[137],"policy":[138],"neutral,":[142],"then":[143,170],"ignores":[145],"all":[146],"whose":[148],"spaces":[150],"are":[151],"smaller":[152],"than":[153],"own.":[155],"On":[156],"other":[158],"hand,":[159],"same":[164,176,214],"space":[166],"as":[167,179],"agent,":[169,187],"choosing":[171],"with":[174,204,212],"function":[178,207],"itself":[180],"not":[182],"necessarily":[183],"somewhat":[190],"counter-intuitive.":[191],"derive":[193],"sufficient":[194],"conditions":[195],"function.":[216]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}