{"id":"https://openalex.org/W2604946233","doi":"https://doi.org/10.1145/3196959.3196976","title":"Distance-Sensitive Hashing","display_name":"Distance-Sensitive Hashing","publication_year":2018,"publication_date":"2018-05-15","ids":{"openalex":"https://openalex.org/W2604946233","doi":"https://doi.org/10.1145/3196959.3196976","mag":"2604946233"},"language":"en","primary_location":{"id":"doi:10.1145/3196959.3196976","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3196959.3196976","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.itu.dk/portal/da/publications/ea56a443-a602-4cc9-88d5-b3544dabeac1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072434673","display_name":"Martin Aum\u00fcller","orcid":"https://orcid.org/0000-0002-7212-6476"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Martin Aum\u00fcller","raw_affiliation_strings":["BARC & IT University of Copenhagen, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BARC & IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083645347","display_name":"Tobias Christiani","orcid":"https://orcid.org/0000-0002-3629-1562"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Tobias Christiani","raw_affiliation_strings":["BARC & IT University of Copenhagen, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BARC & IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014293815","display_name":"Rasmus Pagh","orcid":"https://orcid.org/0000-0002-1516-9306"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Rasmus Pagh","raw_affiliation_strings":["BARC & IT University of Copenhagen, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BARC & IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074744028","display_name":"Francesco Silvestri","orcid":"https://orcid.org/0000-0002-9077-9921"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Silvestri","raw_affiliation_strings":["University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.682,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.81381348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.6255131363868713},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5020363330841064},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2278214991092682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6255131363868713},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5020363330841064},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2278214991092682}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/3196959.3196976","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3196959.3196976","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/ea56a443-a602-4cc9-88d5-b3544dabeac1","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/ea56a443-a602-4cc9-88d5-b3544dabeac1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aum\u00fcller, M, Christiani, T L, Pagh, R & Silvestri, F 2018, Distance-Sensitive Hashing. in Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database System. Association for Computing Machinery, New York, NY, USA, pp. 89-104. https://doi.org/10.1145/3196959.3196976","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:1703.07867","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1703.07867","pdf_url":"https://arxiv.org/pdf/1703.07867","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"pmh:oai:www.research.unipd.it:11577/3263412","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1703.07867","pdf_url":"https://arxiv.org/abs/1703.07867","source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/c7995700-8fe0-4e70-9a2d-ded719bd3815","is_oa":false,"landing_page_url":"https://curis.ku.dk/portal/da/publications/distancesensitive-hashing(c7995700-8fe0-4e70-9a2d-ded719bd3815).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Aum\u00fcller , M , Christiani , T , Pagh , R & Silvestri , F 2018 , Distance-Sensitive Hashing . in SIGMOD/PODS '18 Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems . Association for Computing Machinery , pp. 89-104 , 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems , Houston , United States , 10/06/2018 . https://doi.org/10.1145/3196959.3196976","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/c7995700-8fe0-4e70-9a2d-ded719bd3815","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/c7995700-8fe0-4e70-9a2d-ded719bd3815","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Aum\u00fcller , M , Christiani , T , Pagh , R & Silvestri , F 2018 , Distance-Sensitive Hashing . in SIGMOD/PODS '18 Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems . Association for Computing Machinery , pp. 89-104 , 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems , Houston , United States , 10/06/2018 . https://doi.org/10.1145/3196959.3196976","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/ea56a443-a602-4cc9-88d5-b3544dabeac1","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/ea56a443-a602-4cc9-88d5-b3544dabeac1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aum\u00fcller, M, Christiani, T L, Pagh, R & Silvestri, F 2018, Distance-Sensitive Hashing. in Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database System. Association for Computing Machinery, New York, NY, USA, pp. 89-104. https://doi.org/10.1145/3196959.3196976","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3207356259","display_name":null,"funder_award_id":"2007\u20132013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G393177772","display_name":null,"funder_award_id":"FP7 2007-2013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4422840520","display_name":null,"funder_award_id":"16582","funder_id":"https://openalex.org/F4320310490","funder_display_name":"Villum Fonden"},{"id":"https://openalex.org/G5339239802","display_name":null,"funder_award_id":"SID 2017","funder_id":"https://openalex.org/F4320321966","funder_display_name":"Universit\u00e0 degli Studi di Padova"},{"id":"https://openalex.org/G5702163051","display_name":null,"funder_award_id":"FP7/2007","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6159305612","display_name":"Scalable Similarity Search","funder_award_id":"614331","funder_id":"https://openalex.org/F4320338352","funder_display_name":"FP7 Ideas: European Research Council"}],"funders":[{"id":"https://openalex.org/F4320310490","display_name":"Villum Fonden","ror":"https://ror.org/007ww2d15"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321966","display_name":"Universit\u00e0 degli Studi di Padova","ror":"https://ror.org/00240q980"},{"id":"https://openalex.org/F4320334966","display_name":"Bhabha Atomic Research Centre","ror":"https://ror.org/05w6wfp17"},{"id":"https://openalex.org/F4320338352","display_name":"FP7 Ideas: European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W73389528","https://openalex.org/W1502916507","https://openalex.org/W1510216169","https://openalex.org/W1575370549","https://openalex.org/W1647207848","https://openalex.org/W1870428314","https://openalex.org/W1891181203","https://openalex.org/W1985289891","https://openalex.org/W1992244412","https://openalex.org/W1999602050","https://openalex.org/W2002359780","https://openalex.org/W2012833704","https://openalex.org/W2013468894","https://openalex.org/W2013623332","https://openalex.org/W2017851434","https://openalex.org/W2031746868","https://openalex.org/W2044692634","https://openalex.org/W2080844740","https://openalex.org/W2084358005","https://openalex.org/W2118323718","https://openalex.org/W2128793454","https://openalex.org/W2132069633","https://openalex.org/W2143087446","https://openalex.org/W2144347128","https://openalex.org/W2144902422","https://openalex.org/W2145065594","https://openalex.org/W2146897752","https://openalex.org/W2147152072","https://openalex.org/W2147717514","https://openalex.org/W2152565070","https://openalex.org/W2157575532","https://openalex.org/W2159526463","https://openalex.org/W2162006472","https://openalex.org/W2169054943","https://openalex.org/W2218762779","https://openalex.org/W2241750177","https://openalex.org/W2263882035","https://openalex.org/W2295744963","https://openalex.org/W2397770138","https://openalex.org/W2493140761","https://openalex.org/W2501012592","https://openalex.org/W2574633002","https://openalex.org/W2585199909","https://openalex.org/W2612210001","https://openalex.org/W2613423924","https://openalex.org/W2741172101","https://openalex.org/W2772711833","https://openalex.org/W2949416477","https://openalex.org/W2963563740","https://openalex.org/W2964013013","https://openalex.org/W2979771948","https://openalex.org/W3098338622","https://openalex.org/W3098556943","https://openalex.org/W3104626761","https://openalex.org/W3105727767","https://openalex.org/W4205575619","https://openalex.org/W4252017042","https://openalex.org/W4287178654"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Locality-sensitive":[0,178],"hashing":[1,98,179],"(LSH)":[2],"is":[3,37,61,123,174,180],"an":[4],"important":[5],"tool":[6],"for":[7,14,29,52,63,68,162,234,294],"managing":[8],"high-dimensional":[9,275],"noisy":[10],"or":[11,237],"uncertain":[12],"data,":[13],"example":[15],"in":[16,274,334],"connection":[17],"with":[18,300],"data":[19,276],"cleaning":[20],"(similarity":[21,26],"join)":[22],"and":[23,44,55,67,141,239,302],"noise-robust":[24],"search":[25],"search).":[27],"However,":[28],"a":[30,77,81,100,106,124,135,142,153,186,222,257],"number":[31],"of":[32,96,102,108,115,127,157,165,183,224,284,297],"problems":[33,248],"the":[34,86,94,113,119,128,171,181,191,209,217,252,267,280,285,295,335],"LSH":[35,103,253,326],"framework":[36,269],"not":[38,249],"known":[39],"to":[40,75,80,208,229,244,247,260,317],"yield":[41],"good":[42],"solutions,":[43],"instead":[45],"ad":[46],"hoc":[47],"solutions":[48,246],"have":[49],"been":[50],"designed":[51],"particular":[53],"similarity":[54,65],"distance":[56,84,129,136,192,262],"measures.":[57],"For":[58,194],"example,":[59,235],"this":[60,90,242,309],"true":[62],"output-sensitive":[64],"search/join,":[66],"indexes":[69],"supporting":[70],"annulus":[71],"queries":[72],"that":[73,104,112,161,216,232,266,311,330],"aim":[74],"report":[76],"point":[78],"close":[79],"certain":[82],"given":[83,125,134],"from":[85],"query":[87],"point.":[88],"In":[89,321],"paper":[91],"we":[92,151,205,290,323],"initiate":[93],"study":[95,182],"distance-sensitive":[97],"(DSH),":[99],"generalization":[101],"seeks":[105],"family":[107],"hash":[109,121],"functions":[110,158,225],"such":[111,160],"probability":[114,144,173],"two":[116],"points":[117,166],"having":[118,221],"same":[120],"value":[122],"function":[126],"between":[130],"them.":[131],"More":[132],"precisely,":[133],"space":[137],"(X,":[138],"dist":[139],")":[140],"\"collision":[143],"function\"":[145],"(CPF)":[146],"f:":[147],"R":[148],"->":[149],"[0,1]":[150],"seek":[152],"distribution":[154],"over":[155],"pairs":[156],"(h,g)":[159],"every":[163],"pair":[164,223],"x,":[167],"y":[168],"\u0131n":[169],"X":[170],"collision":[172],"\u00b6r[h(x)=g(y)]":[175],"=":[176],"f(dist(x,y)).":[177],"how":[184,241],"fast":[185],"CPF":[187],"can":[188,198],"decrease":[189],"as":[190],"grows.":[193],"many":[195],"spaces,":[196],"f":[197],"be":[199],"made":[200],"exponentially":[201],"decreasing":[202,303],"even":[203],"if":[204],"restrict":[206],"attention":[207],"symmetric":[210],"case":[211],"where":[212],"g=h.":[213],"We":[214,264],"show":[215,240,291],"asymmetry":[218],"achieved":[219],"by":[220,251],"makes":[226],"it":[227],"possible":[228],"achieve":[230],"CPFs":[231,304],"are,":[233],"increasing":[236,301],"unimodal,":[238],"leads":[243],"principled":[245],"addressed":[250],"framework.":[254],"This":[255],"includes":[256],"novel":[258],"application":[259],"privacy-preserving":[261],"estimation.":[263],"believe":[265],"DSH":[268,298],"will":[270],"find":[271],"further":[272],"applications":[273],"management.":[277],"To":[278],"put":[279],"running":[281],"time":[282],"bounds":[283,293],"proposed":[286],"constructions":[287,299,313],"into":[288],"perspective,":[289],"lower":[292,318,327],"performance":[296],"under":[305],"angular":[306],"distance.":[307],"Essentially,":[308],"shows":[310],"our":[312],"are":[314],"tight":[315],"up":[316],"order":[319],"terms.":[320],"particular,":[322],"extend":[324],"existing":[325],"bounds,":[328],"showing":[329],"they":[331],"also":[332],"hold":[333],"asymmetric":[336],"setting.":[337]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}