{"id":"https://openalex.org/W4386065941","doi":"https://doi.org/10.1109/isit54713.2023.10206910","title":"Collaborative Mean Estimation over Intermittently Connected Networks with Peer-To-Peer Privacy","display_name":"Collaborative Mean Estimation over Intermittently Connected Networks with Peer-To-Peer Privacy","publication_year":2023,"publication_date":"2023-06-25","ids":{"openalex":"https://openalex.org/W4386065941","doi":"https://doi.org/10.1109/isit54713.2023.10206910"},"language":"en","primary_location":{"id":"doi:10.1109/isit54713.2023.10206910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit54713.2023.10206910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 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/A5032741006","display_name":"Rajarshi Saha","orcid":"https://orcid.org/0000-0002-7863-9811"},"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":true,"raw_author_name":"Rajarshi Saha","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084277289","display_name":"Mohamed Seif","orcid":"https://orcid.org/0000-0003-4181-1873"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Seif","raw_affiliation_strings":["Princeton University"],"affiliations":[{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074718726","display_name":"Michal Yemini","orcid":"https://orcid.org/0000-0002-2087-1183"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Michal Yemini","raw_affiliation_strings":["Bar-Ilan University"],"affiliations":[{"raw_affiliation_string":"Bar-Ilan University","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074116801","display_name":"Andrea Goldsmith","orcid":"https://orcid.org/0000-0001-5686-800X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea J. Goldsmith","raw_affiliation_strings":["Princeton University"],"affiliations":[{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042307561","display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["Princeton University"],"affiliations":[{"raw_affiliation_string":"Princeton University","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032741006"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":0.6027,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68202168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"174","last_page":"179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9975000023841858,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9965999722480774,"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/differential-privacy","display_name":"Differential privacy","score":0.8147445917129517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7766978740692139},{"id":"https://openalex.org/keywords/statistic","display_name":"Statistic","score":0.6484431028366089},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4982638359069824},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4875907301902771},{"id":"https://openalex.org/keywords/peer-to-peer","display_name":"Peer-to-peer","score":0.4750540256500244},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45219382643699646},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13494136929512024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07783827185630798}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8147445917129517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7766978740692139},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.6484431028366089},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4982638359069824},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4875907301902771},{"id":"https://openalex.org/C534932454","wikidata":"https://www.wikidata.org/wiki/Q161410","display_name":"Peer-to-peer","level":2,"score":0.4750540256500244},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45219382643699646},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13494136929512024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07783827185630798},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit54713.2023.10206910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit54713.2023.10206910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1502739482","https://openalex.org/W2063801303","https://openalex.org/W2108306501","https://openalex.org/W2139043285","https://openalex.org/W2144335278","https://openalex.org/W2145706050","https://openalex.org/W2155723880","https://openalex.org/W2741736887","https://openalex.org/W2810715221","https://openalex.org/W2950346378","https://openalex.org/W2952957879","https://openalex.org/W2963583412","https://openalex.org/W2995022099","https://openalex.org/W3111179237","https://openalex.org/W3129544360","https://openalex.org/W3204464124","https://openalex.org/W3205287413","https://openalex.org/W3210928873","https://openalex.org/W4205228770","https://openalex.org/W4221161094","https://openalex.org/W4226183928","https://openalex.org/W4287723974","https://openalex.org/W4289655342","https://openalex.org/W4318619660","https://openalex.org/W4320339630","https://openalex.org/W4386065941","https://openalex.org/W6681503828","https://openalex.org/W6728757088","https://openalex.org/W6728975057","https://openalex.org/W6742061381","https://openalex.org/W6752985224","https://openalex.org/W6755750821","https://openalex.org/W6780907178","https://openalex.org/W6802412954","https://openalex.org/W6810491478","https://openalex.org/W6849304361"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W2571704763","https://openalex.org/W3047641002"],"abstract_inverted_index":{"This":[0],"work":[1],"considers":[2],"the":[3,16,25,33,41,60,67,82,92,111],"problem":[4],"of":[5,35,43,72],"Distributed":[6],"Mean":[7],"Estimation":[8],"(DME)":[9],"over":[10,24],"networks":[11],"with":[12,32,49],"intermittent":[13,44],"connectivity,":[14],"where":[15],"goal":[17],"is":[18],"to":[19,52,59,91,109,119],"learn":[20],"a":[21,36,65,101],"global":[22],"statistic":[23],"data":[26,94],"samples":[27],"localized":[28],"across":[29],"distributed":[30],"nodes":[31,46,73,97],"help":[34],"central":[37,61],"server.":[38,62],"To":[39],"mitigate":[40],"impact":[42],"links,":[45],"can":[47],"collaborate":[48],"their":[50],"neighbors":[51],"compute":[53],"local":[54,76],"consensus":[55],"which":[56],"they":[57],"forward":[58],"In":[63],"such":[64],"setup,":[66],"communications":[68],"between":[69,84],"any":[70],"pair":[71],"must":[74],"satisfy":[75],"differential":[77],"privacy":[78,88],"constraints.":[79],"We":[80],"study":[81],"tradeoff":[83],"collaborative":[85,105],"relaying":[86],"and":[87],"leakage":[89],"due":[90],"additional":[93],"sharing":[95],"among":[96],"and,":[98],"subsequently,":[99],"propose":[100],"novel":[102],"differentially":[103],"private":[104],"algorithm":[106],"for":[107],"DME":[108],"achieve":[110],"optimal":[112],"tradeoff.":[113],"Finally,":[114],"we":[115],"present":[116],"numerical":[117],"simulations":[118],"substantiate":[120],"our":[121],"theoretical":[122],"findings.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}