{"id":"https://openalex.org/W4319996268","doi":"https://doi.org/10.1109/tnnls.2023.3235734","title":"Online Learning With Uncertain Feedback Graphs","display_name":"Online Learning With Uncertain Feedback Graphs","publication_year":2023,"publication_date":"2023-01-18","ids":{"openalex":"https://openalex.org/W4319996268","doi":"https://doi.org/10.1109/tnnls.2023.3235734","pmid":"https://pubmed.ncbi.nlm.nih.gov/37021853"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3235734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3235734","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5033178988","display_name":"Pouya M. Ghari","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pouya M. Ghari","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019337064","display_name":"Yanning Shen","orcid":"https://orcid.org/0000-0002-7333-893X"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanning Shen","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7333-893X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":0.4444,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63214338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"35","issue":"7","first_page":"9636","last_page":"9650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9962999820709229,"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":0.9962999820709229,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.984000027179718,"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"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9775000214576721,"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/regret","display_name":"Regret","score":0.8689025640487671},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7409906387329102},{"id":"https://openalex.org/keywords/sublinear-function","display_name":"Sublinear function","score":0.6519393920898438},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.5877820253372192},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5735888481140137},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5311436057090759},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49901556968688965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48615142703056335},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4218185842037201},{"id":"https://openalex.org/keywords/advice","display_name":"Advice (programming)","score":0.410092830657959},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.26245734095573425},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.1466968059539795},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12143054604530334}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.8689025640487671},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7409906387329102},{"id":"https://openalex.org/C117160843","wikidata":"https://www.wikidata.org/wiki/Q338652","display_name":"Sublinear function","level":2,"score":0.6519393920898438},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.5877820253372192},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5735888481140137},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5311436057090759},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49901556968688965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48615142703056335},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4218185842037201},{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.410092830657959},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26245734095573425},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.1466968059539795},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12143054604530334},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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":2,"locations":[{"id":"doi:10.1109/tnnls.2023.3235734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3235734","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:37021853","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37021853","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G7163323398","display_name":null,"funder_award_id":"ECCS 2207457","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2971351794","https://openalex.org/W4376155396","https://openalex.org/W1947085858","https://openalex.org/W2174986909","https://openalex.org/W2527791220","https://openalex.org/W2101991911","https://openalex.org/W2155070487","https://openalex.org/W4311589891","https://openalex.org/W3123835761","https://openalex.org/W3041944716"],"abstract_inverted_index":{"Online":[0],"learning":[1,11,36,124],"with":[2,50,108,128],"expert":[3],"advice":[4,29],"is":[5],"widely":[6],"used":[7,79],"in":[8,86],"various":[9,115],"machine":[10],"tasks.":[12],"It":[13],"considers":[14],"the":[15,43,47,59,65,82,88,101,111,134,158,161],"problem":[16],"where":[17],"a":[18,23,32,51,73],"learner":[19,44],"chooses":[20],"one":[21],"from":[22],"set":[24],"of":[25,53,117,133,160],"experts":[26,38,54,68],"to":[27,58,80,99,126,143,156],"take":[28],"and":[30,120],"make":[31],"decision.":[33],"In":[34,62],"many":[35],"problems,":[37],"may":[39],"be":[40,70,78],"related,":[41],"henceforth":[42],"can":[45,69,77],"observe":[46],"losses":[48],"associated":[49],"subset":[52],"that":[55],"are":[56,141,154],"related":[57],"chosen":[60],"one.":[61],"this":[63,109],"context,":[64],"relationship":[66,103],"among":[67,104],"captured":[71],"by":[72],"feedback":[74,90,136],"graph,":[75],"which":[76,95],"assist":[81],"learner's":[83],"decision-making.":[84],"However,":[85],"practice,":[87],"nominal":[89],"graph":[91],"often":[92],"entails":[93],"uncertainties,":[94],"renders":[96],"it":[97],"impossible":[98],"reveal":[100],"actual":[102],"experts.":[105],"To":[106],"cope":[107],"challenge,":[110],"present":[112],"work":[113],"studies":[114],"cases":[116],"potential":[118],"uncertainties":[119,129],"develops":[121],"novel":[122,162],"online":[123],"algorithms":[125,140],"deal":[127],"while":[130],"making":[131],"use":[132],"uncertain":[135],"graph.":[137],"The":[138],"proposed":[139],"proved":[142],"enjoy":[144],"sublinear":[145],"regret":[146],"under":[147],"mild":[148],"conditions.":[149],"Experiments":[150],"on":[151],"real":[152],"datasets":[153],"presented":[155],"demonstrate":[157],"effectiveness":[159],"algorithms.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}