{"id":"https://openalex.org/W2100180219","doi":"https://doi.org/10.1109/isit.2013.6620710","title":"Universal outlier hypothesis testing","display_name":"Universal outlier hypothesis testing","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2100180219","doi":"https://doi.org/10.1109/isit.2013.6620710","mag":"2100180219"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2013.6620710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2013.6620710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Information Theory","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100743577","display_name":"Yun Li","orcid":"https://orcid.org/0000-0002-6575-1839"},"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":"Yun Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering and, Coordinated Science Laboratory, University of Illinois, Urbana-Champaign, Urbana, IL, USA","Dept of Electr. & Comput. Engg, Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering and, Coordinated Science Laboratory, University of Illinois, Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Dept of Electr. & Comput. Engg, Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011106798","display_name":"Sirin Nitinawarat","orcid":"https://orcid.org/0000-0002-4996-4949"},"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":"Sirin Nitinawarat","raw_affiliation_strings":["Department of Electrical and Computer Engineering and, Coordinated Science Laboratory, University of Illinois, Urbana-Champaign, Urbana, IL, USA","Dept of Electr. & Comput. Engg, Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering and, Coordinated Science Laboratory, University of Illinois, Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Dept of Electr. & Comput. Engg, Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067089715","display_name":"Venugopal V. Veeravalli","orcid":"https://orcid.org/0000-0001-5490-0037"},"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":"Venugopal V. Veeravalli","raw_affiliation_strings":["Department of Electrical and Computer Engineering and, Coordinated Science Laboratory, University of Illinois, Urbana-Champaign, Urbana, IL, USA","Dept of Electr. & Comput. Engg, Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering and, Coordinated Science Laboratory, University of Illinois, Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Dept of Electr. & Comput. Engg, Univ. of Illinois at Urbana-Champaign, Urbana, IL, 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":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":null,"first_page":"2666","last_page":"2670"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9962999820709229,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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":0.9926000237464905,"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/outlier","display_name":"Outlier","score":0.8645516633987427},{"id":"https://openalex.org/keywords/exponent","display_name":"Exponent","score":0.5661436319351196},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5372521877288818},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.48769411444664},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4870172142982483},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.4749322533607483},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.43102559447288513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4096670150756836},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37116512656211853},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24668467044830322},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21508079767227173},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1901414692401886}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.8645516633987427},{"id":"https://openalex.org/C2780388253","wikidata":"https://www.wikidata.org/wiki/Q5421508","display_name":"Exponent","level":2,"score":0.5661436319351196},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5372521877288818},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.48769411444664},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4870172142982483},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.4749322533607483},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.43102559447288513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4096670150756836},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37116512656211853},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24668467044830322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21508079767227173},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1901414692401886},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isit.2013.6620710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2013.6620710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Information Theory","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.742.7263","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.742.7263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1302.4776.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1602011302","https://openalex.org/W1977862970","https://openalex.org/W1981155179","https://openalex.org/W1991315500","https://openalex.org/W2031388557","https://openalex.org/W2033387638","https://openalex.org/W2038819732","https://openalex.org/W2049058890","https://openalex.org/W2050959052","https://openalex.org/W2051258594","https://openalex.org/W2070139658","https://openalex.org/W2099111195","https://openalex.org/W2100180219","https://openalex.org/W2103709955","https://openalex.org/W2117902970","https://openalex.org/W2122646361","https://openalex.org/W2127904409","https://openalex.org/W2158885806","https://openalex.org/W2796104831","https://openalex.org/W3104678156","https://openalex.org/W3133603318","https://openalex.org/W4233941567","https://openalex.org/W4246098931"],"related_works":["https://openalex.org/W2467119940","https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2357409937","https://openalex.org/W2978674666","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729"],"abstract_inverted_index":{"The":[0,77],"following":[1],"outlier":[2,63,89,159],"hypothesis":[3],"testing":[4],"problem":[5],"is":[6,26,59,79,100,103,122,125,138,149],"studied":[7],"in":[8,31,53],"a":[9,23,82,111,144],"universal":[10,83,92,136],"setting.":[11],"Vector":[12],"observations":[13,30,52],"are":[14,34,71,163],"collected":[15],"each":[16],"with":[17],"M":[18],"\u2265":[19],"3":[20],"coordinates.":[21,57],"When":[22],"given":[24],"coordinate":[25,33],"the":[27,29,41,46,51,55,62,65,88,96,115,120,129,152,158],"outlier,":[28],"that":[32,69,127,148],"assumed":[35],"to":[36,40,80,85,105,151],"be":[37,106],"distributed":[38],"according":[39],"\u201coutlier\u201d":[42],"distribution,":[43],"distinct":[44,72],"from":[45],"common":[47],"\u201ctypical\u201d":[48],"distribution":[49],"governing":[50],"all":[54],"other":[56],"Nothing":[58],"known":[60],"about":[61],"and":[64,73,102,110,160],"typical":[66,161],"distributions":[67,162],"except":[68],"they":[70],"have":[74],"full":[75],"supports.":[76],"goal":[78],"design":[81],"test":[84,93,121,137],"best":[86],"discern":[87],"coordinate.":[90],"A":[91],"based":[94],"on":[95],"generalized":[97],"likelihood":[98],"principle":[99],"proposed":[101],"shown":[104,126],"universally":[107],"exponentially":[108],"consistent,":[109],"single-letter":[112],"characterization":[113],"of":[114,131],"error":[116,146,155],"exponent":[117,147,156],"achievable":[118,154],"by":[119],"derived.":[123],"It":[124],"as":[128],"number":[130],"coordinates":[132],"approaches":[133],"infinity,":[134],"our":[135],"asymptotically":[139],"efficient.":[140],"Specifically,":[141],"it":[142],"achieves":[143],"limiting":[145],"equal":[150],"largest":[153],"when":[157],"both":[164],"known.":[165]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
