{"id":"https://openalex.org/W4402951716","doi":"https://doi.org/10.1007/978-3-031-73232-4_1","title":"Is Retain Set All You Need in\u00a0Machine Unlearning? Restoring Performance of\u00a0Unlearned Models with\u00a0Out-of-Distribution Images","display_name":"Is Retain Set All You Need in\u00a0Machine Unlearning? Restoring Performance of\u00a0Unlearned Models with\u00a0Out-of-Distribution Images","publication_year":2024,"publication_date":"2024-09-29","ids":{"openalex":"https://openalex.org/W4402951716","doi":"https://doi.org/10.1007/978-3-031-73232-4_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73232-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73232-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5005786080","display_name":"Jacopo Bonato","orcid":"https://orcid.org/0000-0001-6751-3407"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jacopo Bonato","raw_affiliation_strings":["Leonardo Labs, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Leonardo Labs, Rome, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030534371","display_name":"Marco Cotogni","orcid":"https://orcid.org/0000-0001-7950-7370"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Cotogni","raw_affiliation_strings":["Leonardo Labs, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Leonardo Labs, Rome, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009494048","display_name":"L. Sabetta","orcid":"https://orcid.org/0000-0002-0865-5891"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luigi Sabetta","raw_affiliation_strings":["Leonardo Labs, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Leonardo Labs, Rome, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005786080"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3275,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87175106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.983299970626831,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.983299970626831,"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":0.9800000190734863,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9764000177383423,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8372253775596619},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6695727109909058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46224355697631836},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4446144700050354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06546372175216675},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.04686477780342102}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8372253775596619},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6695727109909058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46224355697631836},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4446144700050354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06546372175216675},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.04686477780342102},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73232-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73232-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W1861492603","https://openalex.org/W1932198206","https://openalex.org/W2051267297","https://openalex.org/W2108598243","https://openalex.org/W2119963163","https://openalex.org/W2194775991","https://openalex.org/W2535690855","https://openalex.org/W2795435272","https://openalex.org/W2946363484","https://openalex.org/W2951965145","https://openalex.org/W2963378725","https://openalex.org/W2964189064","https://openalex.org/W2985580374","https://openalex.org/W3034230713","https://openalex.org/W3035447285","https://openalex.org/W3035616549","https://openalex.org/W3035644192","https://openalex.org/W3035691277","https://openalex.org/W3043638540","https://openalex.org/W3082248862","https://openalex.org/W3095155273","https://openalex.org/W3104224589","https://openalex.org/W3112787034","https://openalex.org/W3118608800","https://openalex.org/W3127248274","https://openalex.org/W3154155772","https://openalex.org/W3174532363","https://openalex.org/W3208471472","https://openalex.org/W4214567027","https://openalex.org/W4229820657","https://openalex.org/W4250732133","https://openalex.org/W4255375128","https://openalex.org/W4283796010","https://openalex.org/W4292793961","https://openalex.org/W4312307529","https://openalex.org/W4362714589","https://openalex.org/W4382239683","https://openalex.org/W4386065838","https://openalex.org/W4386075674","https://openalex.org/W4390872775","https://openalex.org/W4404293797","https://openalex.org/W6600146248","https://openalex.org/W6600708310","https://openalex.org/W6606298547","https://openalex.org/W6851130207"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
