{"id":"https://openalex.org/W4401693792","doi":"https://doi.org/10.1109/isit57864.2024.10619637","title":"Prediction with Noisy Expert Advice","display_name":"Prediction with Noisy Expert Advice","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4401693792","doi":"https://doi.org/10.1109/isit57864.2024.10619637"},"language":"en","primary_location":{"id":"doi:10.1109/isit57864.2024.10619637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit57864.2024.10619637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Information Theory (ISIT)","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/A5046994049","display_name":"Alankrita Bhatt","orcid":"https://orcid.org/0000-0002-5465-9041"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alankrita Bhatt","raw_affiliation_strings":["Department of Computing and Mathematical Sciences,Caltech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematical Sciences,Caltech","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001633086","display_name":"Victoria Kostina","orcid":"https://orcid.org/0000-0002-2406-7440"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victoria Kostina","raw_affiliation_strings":["Department of Computing and Mathematical Sciences,Caltech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematical Sciences,Caltech","institution_ids":["https://openalex.org/I122411786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3405,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63352629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3546","last_page":"3551"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9629999995231628,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9592999815940857,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/advice","display_name":"Advice (programming)","score":0.719264805316925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6849454045295715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3685639500617981},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17625969648361206}],"concepts":[{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.719264805316925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6849454045295715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3685639500617981},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17625969648361206}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit57864.2024.10619637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit57864.2024.10619637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1570963478","https://openalex.org/W1590424808","https://openalex.org/W1979675141","https://openalex.org/W2005951230","https://openalex.org/W2025310275","https://openalex.org/W2028132509","https://openalex.org/W2077902449","https://openalex.org/W2102426343","https://openalex.org/W2106887613","https://openalex.org/W2114874848","https://openalex.org/W2116067849","https://openalex.org/W2125637970","https://openalex.org/W2126860712","https://openalex.org/W2132119275","https://openalex.org/W2288119644","https://openalex.org/W2290247654","https://openalex.org/W2294584261","https://openalex.org/W2513180554","https://openalex.org/W2941237017","https://openalex.org/W2963423396","https://openalex.org/W2965341441","https://openalex.org/W2995022099","https://openalex.org/W3090036282","https://openalex.org/W3103681770","https://openalex.org/W3210593121","https://openalex.org/W4206275166","https://openalex.org/W4287755767","https://openalex.org/W4287978073","https://openalex.org/W4312931298","https://openalex.org/W4320200866","https://openalex.org/W4323921908","https://openalex.org/W4386057525","https://openalex.org/W4386075224","https://openalex.org/W4386528664"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4393601209","https://openalex.org/W3090906284","https://openalex.org/W253876680","https://openalex.org/W4393803066","https://openalex.org/W1987931999","https://openalex.org/W4293797372","https://openalex.org/W4238052600","https://openalex.org/W4254639292"],"abstract_inverted_index":{"Regret":[0],"minimization":[1],"in":[2,10,20,38,72],"the":[3,11,58,63,67,80],"problem":[4],"of":[5,13],"prediction":[6],"with":[7,84],"expert":[8],"advice":[9],"presence":[12],"noisy":[14],"feedback":[15],"is":[16,30,50,76],"a":[17],"fundamental":[18],"challenge":[19],"online":[21],"learning":[22],"and":[23,34,69],"sequential":[24],"decision":[25],"making.":[26],"A":[27],"general":[28],"framework":[29],"proposed":[31],"for":[32],"designing":[33],"analyzing":[35],"no-regret":[36],"algorithms":[37],"this":[39],"setting.":[40],"This":[41],"analysis,":[42],"when":[43],"specialized":[44],"to":[45,52,54,78],"several":[46],"canonical":[47],"channel":[48],"models,":[49],"shown":[51],"lead":[53],"tight":[55],"bounds":[56],"on":[57],"regret":[59,68,82],"thus":[60],"characterizing":[61],"how":[62],"noise":[64],"level":[65],"affects":[66],"demonstrating":[70],"that":[71],"some":[73],"cases":[74],"it":[75],"possible":[77],"achieve":[79],"same":[81],"as":[83],"noiseless":[85],"feedback.":[86]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
