{"id":"https://openalex.org/W4404181010","doi":"https://doi.org/10.14778/3685800.3685853","title":"Snarcase - Regain Control over Your Predictions with Low-Latency Machine Unlearning","display_name":"Snarcase - Regain Control over Your Predictions with Low-Latency Machine Unlearning","publication_year":2024,"publication_date":"2024-08-01","ids":{"openalex":"https://openalex.org/W4404181010","doi":"https://doi.org/10.14778/3685800.3685853"},"language":"en","primary_location":{"id":"doi:10.14778/3685800.3685853","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3685800.3685853","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.uva.nl/ws/files/233416276/3685800.3685853.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090934117","display_name":"Sebastian Schelter","orcid":"https://orcid.org/0000-0003-4722-5840"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Schelter","raw_affiliation_strings":["BIFOLD &amp; TU Berlin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BIFOLD &amp; TU Berlin","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081322278","display_name":"Stefan Grafberger","orcid":"https://orcid.org/0000-0002-9884-9517"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Grafberger","raw_affiliation_strings":["BIFOLD &amp; TU Berlin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BIFOLD &amp; TU Berlin","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031439294","display_name":"Maarten de Rijke","orcid":"https://orcid.org/0000-0002-1086-0202"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Maarten de Rijke","raw_affiliation_strings":["University of Amsterdam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8335,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78254346,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"17","issue":"12","first_page":"4273","last_page":"4276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9965999722480774,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9965999722480774,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9905999898910522,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9879999756813049,"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/latency","display_name":"Latency (audio)","score":0.6328296661376953},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5072926878929138},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34935757517814636},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08551496267318726}],"concepts":[{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6328296661376953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5072926878929138},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34935757517814636},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08551496267318726}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.14778/3685800.3685853","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3685800.3685853","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},{"id":"pmh:oai:dare.uva.nl:openaire/4775f734-eac6-47ac-b26f-e685402336c7","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/snarcase--regain-control-over-your-predictions-with-lowlatency-machine-unlearning(4775f734-eac6-47ac-b26f-e685402336c7).html","pdf_url":"https://pure.uva.nl/ws/files/233416276/3685800.3685853.pdf","source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Schelter, S, Grafberger, S & de Rijke, M 2024, 'Snarcase - Regain Control over Your Predictions with Low-Latency Machine Unlearning', Proceedings of the VLDB Endowment, vol. 17, no. 12, pp. 4273-4276. https://doi.org/10.14778/3685800.3685853","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dare.uva.nl:publications/4775f734-eac6-47ac-b26f-e685402336c7","is_oa":false,"landing_page_url":"https://hdl.handle.net/11245.1/4775f734-eac6-47ac-b26f-e685402336c7","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Schelter, S, Grafberger, S & de Rijke, M 2024, 'Snarcase - Regain Control over Your Predictions with Low-Latency Machine Unlearning', Proceedings of the VLDB Endowment, vol. 17, no. 12, pp. 4273-4276. https://doi.org/10.14778/3685800.3685853","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dare.uva.nl:openaire/4775f734-eac6-47ac-b26f-e685402336c7","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/snarcase--regain-control-over-your-predictions-with-lowlatency-machine-unlearning(4775f734-eac6-47ac-b26f-e685402336c7).html","pdf_url":"https://pure.uva.nl/ws/files/233416276/3685800.3685853.pdf","source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Schelter, S, Grafberger, S & de Rijke, M 2024, 'Snarcase - Regain Control over Your Predictions with Low-Latency Machine Unlearning', Proceedings of the VLDB Endowment, vol. 17, no. 12, pp. 4273-4276. https://doi.org/10.14778/3685800.3685853","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.49000000953674316,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404181010.pdf","grobid_xml":"https://content.openalex.org/works/W4404181010.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W3046838028","https://openalex.org/W3204257979","https://openalex.org/W4281400173","https://openalex.org/W4384770941"],"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":{"The":[0],"\"right-to-be-forgotten\"":[1],"requires":[2],"the":[3,113],"removal":[4],"of":[5,38,115,134],"personal":[6],"data":[7,27,55,104],"from":[8],"trained":[9],"machine":[10,15],"learning":[11],"(ML)":[12],"models":[13,40],"with":[14,20,50,71,80,96],"unlearning.":[16],"Conducting":[17],"such":[18],"unlearning":[19,30,125],"low":[21],"latency":[22,73],"is":[23,31,90],"crucial":[24],"for":[25,35,57,106],"responsible":[26],"management.":[28],"Low-latency":[29],"challenging,":[32],"but":[33],"possible":[34],"certain":[36],"classes":[37],"ML":[39],"when":[41],"treating":[42],"them":[43],"as":[44],"\"materialised":[45],"views\"":[46],"over":[47,112],"training":[48],"data,":[49],"carefully":[51],"chosen":[52],"operations":[53],"and":[54,84,99,103,140],"structures":[56],"computing":[58],"updates.":[59],"We":[60,120],"present":[61],"Snapcase,":[62],"a":[63,75,100,108,116],"recommender":[64],"system":[65],"that":[66],"can":[67],"unlearn":[68],"user":[69],"interactions":[70],"sub-second":[72],"on":[74,92,148],"large":[76],"grocery":[77],"shopping":[78],"dataset":[79],"33":[81],"million":[82],"purchases":[83],"200":[85],"thousand":[86],"users.":[87],"Its":[88],"implementation":[89],"based":[91],"incremental":[93],"view":[94],"maintenance":[95],"Differential":[97],"Dataflow":[98],"custom":[101],"algorithm":[102],"structure":[105],"maintaining":[107],"top-":[109],"k":[110],"aggregation":[111],"result":[114],"sparse":[117],"matrix-matrix":[118],"multiplication.":[119],"demonstrate":[121],"how":[122],"interactive":[123],"low-latency":[124],"empowers":[126],"users":[127],"in":[128,137],"critical":[129],"scenarios":[130],"to":[131,141],"get":[132],"rid":[133],"sensitive":[135],"items":[136],"their":[138,144],"recommendations":[139],"drastically":[142],"reduce":[143],"data's":[145],"negative":[146],"influence":[147],"other":[149],"users'":[150],"predictions.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
