{"id":"https://openalex.org/W2781133982","doi":"https://doi.org/10.1109/tcyb.2017.2779140","title":"Multiplicative Update Methods for Incremental Quantile Estimation","display_name":"Multiplicative Update Methods for Incremental Quantile Estimation","publication_year":2017,"publication_date":"2017-12-22","ids":{"openalex":"https://openalex.org/W2781133982","doi":"https://doi.org/10.1109/tcyb.2017.2779140","mag":"2781133982","pmid":"https://pubmed.ncbi.nlm.nih.gov/29990271"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2017.2779140","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2017.2779140","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10642/7943","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032770006","display_name":"Anis Yazidi","orcid":"https://orcid.org/0000-0001-7591-1659"},"institutions":[{"id":"https://openalex.org/I184531372","display_name":"OsloMet \u2013 Oslo Metropolitan University","ror":"https://ror.org/04q12yn84","country_code":"NO","type":"education","lineage":["https://openalex.org/I184531372"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Anis Yazidi","raw_affiliation_strings":["Department of Computer Science, Oslo and Akershus University College of Applied Sciences, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Oslo and Akershus University College of Applied Sciences, Oslo, Norway","institution_ids":["https://openalex.org/I184531372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001144517","display_name":"Hugo L. Hammer","orcid":"https://orcid.org/0000-0001-9429-7148"},"institutions":[{"id":"https://openalex.org/I184531372","display_name":"OsloMet \u2013 Oslo Metropolitan University","ror":"https://ror.org/04q12yn84","country_code":"NO","type":"education","lineage":["https://openalex.org/I184531372"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Hugo Hammer","raw_affiliation_strings":["Department of Computer Science, Oslo and Akershus University College of Applied Sciences, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Oslo and Akershus University College of Applied Sciences, Oslo, Norway","institution_ids":["https://openalex.org/I184531372"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032770006"],"corresponding_institution_ids":["https://openalex.org/I184531372"],"apc_list":null,"apc_paid":null,"fwci":2.9253,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.93114524,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"49","issue":"3","first_page":"746","last_page":"756"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9980000257492065,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9980000257492065,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.882892906665802},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.8558404445648193},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5946115255355835},{"id":"https://openalex.org/keywords/multiplicative-function","display_name":"Multiplicative function","score":0.5429437160491943},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5390443801879883},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5363224148750305},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5021786689758301},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4411298334598541},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.428693950176239},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15816518664360046}],"concepts":[{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.882892906665802},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.8558404445648193},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5946115255355835},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.5429437160491943},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5390443801879883},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5363224148750305},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5021786689758301},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4411298334598541},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.428693950176239},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15816518664360046},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2017.2779140","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2017.2779140","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:29990271","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29990271","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 cybernetics","raw_type":null},{"id":"pmh:oai:oda.hioa.no:10642/7943","is_oa":true,"landing_page_url":"https://hdl.handle.net/10642/7943","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2168-2267","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:oda.hioa.no:10642/7943","is_oa":true,"landing_page_url":"https://hdl.handle.net/10642/7943","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2168-2267","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W659184639","https://openalex.org/W1499021337","https://openalex.org/W1520166960","https://openalex.org/W1982684788","https://openalex.org/W1983266860","https://openalex.org/W1983560552","https://openalex.org/W1984639724","https://openalex.org/W1994616650","https://openalex.org/W2017511448","https://openalex.org/W2026158992","https://openalex.org/W2028307124","https://openalex.org/W2028859573","https://openalex.org/W2037676475","https://openalex.org/W2042518617","https://openalex.org/W2042616284","https://openalex.org/W2045023049","https://openalex.org/W2064336358","https://openalex.org/W2078136871","https://openalex.org/W2080234606","https://openalex.org/W2095195456","https://openalex.org/W2098791296","https://openalex.org/W2112452856","https://openalex.org/W2120013577","https://openalex.org/W2120972066","https://openalex.org/W2126957270","https://openalex.org/W2131768747","https://openalex.org/W2137783381","https://openalex.org/W2143490957","https://openalex.org/W2152637787","https://openalex.org/W2155841152","https://openalex.org/W2162300068","https://openalex.org/W2340232535","https://openalex.org/W2523331129","https://openalex.org/W2528321558","https://openalex.org/W2766612177","https://openalex.org/W3004286518","https://openalex.org/W3098031018","https://openalex.org/W3162462144","https://openalex.org/W6683906293"],"related_works":["https://openalex.org/W2185047231","https://openalex.org/W2033046771","https://openalex.org/W4298801152","https://openalex.org/W1966919947","https://openalex.org/W2588275121","https://openalex.org/W2963308895","https://openalex.org/W4324107027","https://openalex.org/W2999188005","https://openalex.org/W2159903438","https://openalex.org/W2095195456"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,32,101],"novel":[3],"lightweight":[4],"incremental":[5],"quantile":[6,43,68],"estimator":[7,16,44,127,142],"which":[8,30,35,61,73,86],"possesses":[9],"far":[10],"less":[11],"complexity":[12],"than":[13],"the":[14,41,74,95,106,115,125,131],"Tierney's":[15],"and":[17,82],"its":[18],"extensions.":[19],"Notably,":[20],"our":[21,48,57,83,141],"algorithm":[22,49,58,110],"relies":[23],"only":[24,38],"on":[25],"tuning":[26],"one":[27],"single":[28],"parameter":[29],"is":[31,59,98,111,117,128],"plausible":[33],"property":[34],"we":[36,90],"could":[37],"find":[39],"in":[40,70,72,100],"discretized":[42],"Frugal.":[45],"This":[46],"makes":[47,62],"easy":[50],"to":[51,66,104],"tune":[52],"for":[53],"better":[54],"performance.":[55],"Furthermore,":[56],"multiplicative":[60],"it":[63],"highly":[64],"suitable":[65],"handle":[67],"estimation":[69],"systems":[71],"underlying":[75],"distribution":[76],"varies":[77],"with":[78],"time.":[79],"Unlike":[80],"Frugal":[81],"legacy":[84,145],"work":[85],"are":[87],"randomized":[88],"algorithms,":[89],"suggest":[91],"deterministic":[92,109],"updates":[93],"where":[94],"step":[96],"size":[97],"adjusted":[99],"subtle":[102],"manner":[103],"ensure":[105],"convergence.":[107],"The":[108,122],"more":[112],"efficient":[113],"since":[114],"estimate":[116],"updated":[118],"at":[119],"every":[120],"iteration.":[121],"convergence":[123],"of":[124,133],"proposed":[126],"proven":[129],"using":[130],"theory":[132],"stochastic":[134],"learning.":[135],"Extensive":[136],"experimental":[137],"results":[138],"show":[139],"that":[140],"clearly":[143],"outperforms":[144],"works.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
