{"id":"https://openalex.org/W4405056546","doi":"https://doi.org/10.1109/tit.2024.3511498","title":"Mean Estimation Under Heterogeneous Privacy Demands","display_name":"Mean Estimation Under Heterogeneous Privacy Demands","publication_year":2024,"publication_date":"2024-12-05","ids":{"openalex":"https://openalex.org/W4405056546","doi":"https://doi.org/10.1109/tit.2024.3511498"},"language":"en","primary_location":{"id":"doi:10.1109/tit.2024.3511498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2024.3511498","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"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 Information Theory","raw_type":"journal-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/A5086893989","display_name":"Syomantak Chaudhuri","orcid":"https://orcid.org/0000-0001-7284-8009"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syomantak Chaudhuri","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley, CA, USA","Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7284-8009","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009468804","display_name":"Konstantin Miagkov","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Konstantin Miagkov","raw_affiliation_strings":["Department of Mathematics, Stanford University, Stanford, CA, USA","Department of Mathematics, Stanford University, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Mathematics, Stanford University, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059985425","display_name":"Thomas A. Courtade","orcid":"https://orcid.org/0000-0001-7106-7358"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas A. Courtade","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley, CA, USA","Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7106-7358","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7182,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76852915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"71","issue":"2","first_page":"1362","last_page":"1375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.939300000667572,"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":0.939300000667572,"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/T11720","display_name":"Probability and Risk Models","score":0.9326000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6860121488571167},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.537848174571991},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.42868927121162415},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3086400032043457},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10440132021903992}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6860121488571167},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.537848174571991},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.42868927121162415},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3086400032043457},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10440132021903992},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tit.2024.3511498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2024.3511498","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"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 Information Theory","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2151252420","display_name":null,"funder_award_id":"CCF-2007669","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"},{"id":"https://openalex.org/G4143238001","display_name":null,"funder_award_id":"CCF0-939370","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"},{"id":"https://openalex.org/G8899521229","display_name":null,"funder_award_id":"CCF-1750430","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"}],"funders":[{"id":"https://openalex.org/F4320337387","display_name":"Division of Computing and Communication Foundations","ror":"https://ror.org/01mng8331"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W183622412","https://openalex.org/W1557833142","https://openalex.org/W1658920975","https://openalex.org/W1873763122","https://openalex.org/W1981029888","https://openalex.org/W2026875645","https://openalex.org/W2027595342","https://openalex.org/W2093099348","https://openalex.org/W2113792377","https://openalex.org/W2115358662","https://openalex.org/W2123820077","https://openalex.org/W2128906841","https://openalex.org/W2134479759","https://openalex.org/W2245160765","https://openalex.org/W2440056311","https://openalex.org/W2594311007","https://openalex.org/W2600154179","https://openalex.org/W2605443953","https://openalex.org/W2621140031","https://openalex.org/W2884738118","https://openalex.org/W2890134031","https://openalex.org/W2963672937","https://openalex.org/W2963699739","https://openalex.org/W2963881987","https://openalex.org/W2965925485","https://openalex.org/W3029016412","https://openalex.org/W3035829830","https://openalex.org/W3111259855","https://openalex.org/W3177315891","https://openalex.org/W3211357969","https://openalex.org/W3216112659","https://openalex.org/W4214589573","https://openalex.org/W4225821859","https://openalex.org/W4289655428","https://openalex.org/W4301385460","https://openalex.org/W4378976976","https://openalex.org/W4386072177","https://openalex.org/W4387367127","https://openalex.org/W6638759214","https://openalex.org/W6675588070","https://openalex.org/W6697139857","https://openalex.org/W6743903931","https://openalex.org/W6746047093","https://openalex.org/W6750812698","https://openalex.org/W6751920018","https://openalex.org/W6766019203","https://openalex.org/W6766447599","https://openalex.org/W6766970882","https://openalex.org/W6769022607","https://openalex.org/W6770459147","https://openalex.org/W6771687626","https://openalex.org/W6776219284","https://openalex.org/W6776387453","https://openalex.org/W6779757925","https://openalex.org/W6781551961","https://openalex.org/W6790494943","https://openalex.org/W6801216613","https://openalex.org/W6802513541","https://openalex.org/W6802707813","https://openalex.org/W6803350839","https://openalex.org/W6804173803","https://openalex.org/W6845428800","https://openalex.org/W6855229153"],"related_works":["https://openalex.org/W2584827882","https://openalex.org/W3195097297","https://openalex.org/W4225340788","https://openalex.org/W3038106605","https://openalex.org/W2513267613","https://openalex.org/W3049084372","https://openalex.org/W2528109871","https://openalex.org/W2940702331","https://openalex.org/W2905822832","https://openalex.org/W2240244939"],"abstract_inverted_index":{"Differential":[0],"Privacy":[1],"(DP)":[2],"is":[3,26,65],"a":[4,18,73,100,128],"well-established":[5],"framework":[6],"to":[7,67],"quantify":[8],"privacy":[9,20,37,56,87,107,113,132],"loss":[10],"incurred":[11],"by":[12],"any":[13,136],"algorithm.":[14],"Traditional":[15],"formulations":[16],"impose":[17,52],"uniform":[19],"requirement":[21],"for":[22,62,133],"all":[23,110],"users,":[24],"which":[25,33],"often":[27],"inconsistent":[28],"with":[29,103],"real-world":[30],"scenarios":[31],"in":[32,117,138],"users":[34,93,102,125],"dictate":[35,94],"their":[36,53],"preferences":[38],"individually.":[39],"This":[40],"work":[41],"considers":[42],"the":[43,86,90,95,139,142],"problem":[44,64],"of":[45,89,131,141],"mean":[46],"estimation,":[47],"where":[48],"each":[49],"user":[50],"can":[51],"own":[54],"distinct":[55],"level.":[57],"The":[58],"algorithm":[59],"we":[60],"propose":[61],"this":[63],"shown":[66],"be":[68],"minimax":[69],"optimal":[70],"and":[71],"has":[72],"near-linear":[74],"run-time.":[75],"Our":[76],"results":[77],"elicit":[78],"an":[79],"interesting":[80],"saturation":[81],"phenomenon":[82],"that":[83],"occurs.":[84],"Namely,":[85],"requirements":[88,108],"most":[91],"stringent":[92],"overall":[96],"error":[97],"rates.":[98],"As":[99],"consequence,":[101],"less":[104],"but":[105],"differing":[106],"are":[109,126],"given":[111,127],"more":[112],"than":[114],"they":[115],"require,":[116],"equal":[118],"amounts.":[119],"In":[120],"other":[121],"words,":[122],"these":[123],"privacy-indifferent":[124],"nontrivial":[129],"degree":[130],"free,":[134],"without":[135],"sacrifice":[137],"performance":[140],"estimator.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
