{"id":"https://openalex.org/W4392083458","doi":"https://doi.org/10.1109/jsait.2024.3366086","title":"Continual Mean Estimation Under User-Level Privacy","display_name":"Continual Mean Estimation Under User-Level Privacy","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392083458","doi":"https://doi.org/10.1109/jsait.2024.3366086"},"language":"en","primary_location":{"id":"doi:10.1109/jsait.2024.3366086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsait.2024.3366086","pdf_url":null,"source":{"id":"https://openalex.org/S4210211895","display_name":"IEEE Journal on Selected Areas in Information Theory","issn_l":"2641-8770","issn":["2641-8770"],"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 on Selected Areas in Information Theory","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/242944","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079251159","display_name":"Anand Jerry George","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Anand Jerry George","raw_affiliation_strings":["School of Computer and Communication Sciences, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","School of Computer and Communication Sciences, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Sciences, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"School of Computer and Communication Sciences, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076342023","display_name":"Lekshmi Ramesh","orcid":"https://orcid.org/0000-0002-1179-944X"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lekshmi Ramesh","raw_affiliation_strings":["Department of Statistics, Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050323279","display_name":"Aditya Vikram Singh","orcid":"https://orcid.org/0000-0002-4957-9370"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aditya Vikram Singh","raw_affiliation_strings":["Electrical Communication Engineering Department, Indian Institute of Science, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0002-4957-9370","affiliations":[{"raw_affiliation_string":"Electrical Communication Engineering Department, Indian Institute of Science, Bengaluru, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077741905","display_name":"Himanshu Tyagi","orcid":"https://orcid.org/0000-0003-2950-706X"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himanshu Tyagi","raw_affiliation_strings":["Electrical Communication Engineering Department, Indian Institute of Science, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0003-2950-706X","affiliations":[{"raw_affiliation_string":"Electrical Communication Engineering Department, Indian Institute of Science, Bengaluru, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5651,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68730311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"5","issue":null,"first_page":"28","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987999796867371,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987999796867371,"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/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9546999931335449,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9537000060081482,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6328476071357727},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5025548934936523},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3858744502067566},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.37955984473228455},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24893251061439514},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16504040360450745}],"concepts":[{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6328476071357727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5025548934936523},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3858744502067566},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37955984473228455},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24893251061439514},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16504040360450745},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jsait.2024.3366086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsait.2024.3366086","pdf_url":null,"source":{"id":"https://openalex.org/S4210211895","display_name":"IEEE Journal on Selected Areas in Information Theory","issn_l":"2641-8770","issn":["2641-8770"],"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 on Selected Areas in Information Theory","raw_type":"journal-article"},{"id":"pmh:oai::84898","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/242944","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/242944","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/242944","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/242944","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W5855678","https://openalex.org/W1565207014","https://openalex.org/W2009611335","https://openalex.org/W2027595342","https://openalex.org/W2131628270","https://openalex.org/W2135930857","https://openalex.org/W2167372639","https://openalex.org/W2910815838","https://openalex.org/W2945302328","https://openalex.org/W2963881987","https://openalex.org/W2964129870","https://openalex.org/W2964336134","https://openalex.org/W2965341441","https://openalex.org/W2999905431","https://openalex.org/W3000277907","https://openalex.org/W3000924877","https://openalex.org/W3018019222","https://openalex.org/W3021182227","https://openalex.org/W3090036282","https://openalex.org/W3101806178","https://openalex.org/W3109664139","https://openalex.org/W3119742123","https://openalex.org/W3122789479","https://openalex.org/W3186709893","https://openalex.org/W3208043063","https://openalex.org/W3210593121","https://openalex.org/W3211357969","https://openalex.org/W3215853144","https://openalex.org/W4211125406","https://openalex.org/W4237413241","https://openalex.org/W4250954493","https://openalex.org/W4286898560","https://openalex.org/W4287642044","https://openalex.org/W4293483641","https://openalex.org/W4308619574","https://openalex.org/W4366196992","https://openalex.org/W6630051280","https://openalex.org/W6738800795","https://openalex.org/W6744220956","https://openalex.org/W6748089513","https://openalex.org/W6750812698","https://openalex.org/W6753116055","https://openalex.org/W6759377119","https://openalex.org/W6763754568","https://openalex.org/W6763818813","https://openalex.org/W6772982305","https://openalex.org/W6773911663","https://openalex.org/W6776219284","https://openalex.org/W6779757925","https://openalex.org/W6780902911","https://openalex.org/W6784421432","https://openalex.org/W6791342933","https://openalex.org/W6802598253","https://openalex.org/W6804436330","https://openalex.org/W6846817423","https://openalex.org/W6852173338","https://openalex.org/W6855229153"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"We":[0,75],"consider":[1],"the":[2,10,34,64,91,105,117,147,176,182,187],"problem":[3],"of":[4,9,13,16,45,120,175,200],"continually":[5],"releasing":[6],"an":[7,77],"estimate":[8,83],"population":[11],"mean":[12,82],"a":[14,28,31,81,124,164],"stream":[15],"samples":[17,121,145],"that":[18,79,90],"is":[19,94,152,163,169],"user-level":[20,49,95],"differentially":[21],"private":[22],"(DP).":[23],"At":[24],"each":[25],"time":[26,86,150,192],"instant,":[27],"user":[29],"contributes":[30],"sample,":[32],"and":[33,48,70,103],"users":[35,65,137,195],"can":[36],"arrive":[37],"in":[38,53,56],"arbitrary":[39],"order.":[40],"Until":[41],"now":[42],"these":[43,59],"requirements":[44,60],"continual":[46],"release":[47,93],"privacy":[50],"were":[51],"considered":[52],"isolation.":[54],"But,":[55],"practice,":[57],"both":[58],"come":[61],"together":[62],"as":[63,126,128],"often":[66],"contribute":[67],"data":[68],"repeatedly":[69],"multiple":[71],"queries":[72],"are":[73],"made.":[74],"provide":[76],"algorithm":[78],"outputs":[80],"at":[84,149,190],"every":[85],"instant":[87],"t":[88,151],"such":[89],"overall":[92],"<inline-formula":[96,111,129,139,153],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[97,112,130,140,154],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[98,113,131,141,155],"<tex-math":[99,114,132,142,156],"notation=\"LaTeX\">$\\varepsilon":[100],"$":[101],"</tex-math></inline-formula>-DP":[102],"has":[104],"following":[106],"error":[107,148,166],"guarantee:":[108],"Denoting":[109],"by":[110,123],"notation=\"LaTeX\">$m_{t}$":[115],"</tex-math></inline-formula>":[116,136,144],"maximum":[118],"number":[119,199],"contributed":[122,197],"user,":[125],"long":[127],"notation=\"LaTeX\">$\\tilde":[133,157],"{\\Omega":[134],"}(1/\\varepsilon)$":[135],"have":[138,196],"notation=\"LaTeX\">$m_{t}/2$":[143],"each,":[146],"{O}(1/\\sqrt":[158],"{t}+\\sqrt":[159],"{m}_{t}/t\\varepsilon)$":[160],"</tex-math></inline-formula>.":[161],"This":[162],"universal":[165],"guarantee":[167],"which":[168],"valid":[170],"for":[171,186],"all":[172,191],"arrival":[173],"patterns":[174],"users.":[177],"Furthermore,":[178],"it":[179],"(almost)":[180],"matches":[181],"existing":[183],"lower":[184],"bounds":[185],"single-release":[188],"setting":[189],"instants":[193],"when":[194],"equal":[198],"samples.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}