{"id":"https://openalex.org/W4407160469","doi":"https://doi.org/10.1007/s13042-025-02553-9","title":"Privacy preservation and fairness constraints for few-shot learning based on Lagrange duality","display_name":"Privacy preservation and fairness constraints for few-shot learning based on Lagrange duality","publication_year":2025,"publication_date":"2025-02-05","ids":{"openalex":"https://openalex.org/W4407160469","doi":"https://doi.org/10.1007/s13042-025-02553-9"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-025-02553-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02553-9","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","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/A5101654391","display_name":"Jinghong Wang","orcid":"https://orcid.org/0000-0003-3054-8504"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghong Wang","raw_affiliation_strings":["Hebei Key Laboratory of Network and Information Security, Hebei Normal University, Shijiazhuang, Hebei, China","Hebei Provincial Engineering Research Center for Supply China Big Data Analytics and Security, Hebei Normal University, Shijiazhuang, Hebei, China","School of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Key Laboratory of Network and Information Security, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply China Big Data Analytics and Security, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"School of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319529","display_name":"Hongbo Yang","orcid":"https://orcid.org/0000-0003-4417-5673"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Yang","raw_affiliation_strings":["Hebei Key Laboratory of Network and Information Security, Hebei Normal University, Shijiazhuang, Hebei, China","Hebei Provincial Engineering Research Center for Supply China Big Data Analytics and Security, Hebei Normal University, Shijiazhuang, Hebei, China","School of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Key Laboratory of Network and Information Security, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply China Big Data Analytics and Security, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"School of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015953726","display_name":"Wenxin Li","orcid":"https://orcid.org/0000-0003-2042-8082"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxin Li","raw_affiliation_strings":["Hebei Key Laboratory of Network and Information Security, Hebei Normal University, Shijiazhuang, Hebei, China","Hebei Provincial Engineering Research Center for Supply China Big Data Analytics and Security, Hebei Normal University, Shijiazhuang, Hebei, China","School of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Key Laboratory of Network and Information Security, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply China Big Data Analytics and Security, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"School of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102881674","display_name":"Ju\u2010Sheng Mi","orcid":"https://orcid.org/0000-0002-3753-4490"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jusheng Mi","raw_affiliation_strings":["School of Mathematical Science, Hebei Normal University, Shijiazhuang, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical Science, Hebei Normal University, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076951169","display_name":"Haokang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164386","display_name":"Hebei Science and Technology Department","ror":"https://ror.org/05k812a28","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210164386"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haokang Li","raw_affiliation_strings":["School of Artificial Intelligence and Big Data, Hebei Polytechnic Institute College, Shijiazhuang, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Big Data, Hebei Polytechnic Institute College, Shijiazhuang, Hebei, China","institution_ids":["https://openalex.org/I4210164386"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076951169"],"corresponding_institution_ids":["https://openalex.org/I4210164386"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":null,"fwci":2.5289,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89075417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"16","issue":"7-8","first_page":"4961","last_page":"4979"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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":0.9997000098228455,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9646000266075134,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9580000042915344,"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/duality","display_name":"Duality (order theory)","score":0.7972368001937866},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7270424365997314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6056305170059204},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.5777175426483154},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3616621494293213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3578966557979584},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2489612102508545},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.13761335611343384}],"concepts":[{"id":"https://openalex.org/C2778023678","wikidata":"https://www.wikidata.org/wiki/Q554403","display_name":"Duality (order theory)","level":2,"score":0.7972368001937866},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7270424365997314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6056305170059204},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.5777175426483154},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3616621494293213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3578966557979584},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2489612102508545},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.13761335611343384},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-025-02553-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02553-9","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8219931873","display_name":null,"funder_award_id":"F2021205014","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"}],"funders":[{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W1873763122","https://openalex.org/W2014635264","https://openalex.org/W2026653933","https://openalex.org/W2101771965","https://openalex.org/W2109426455","https://openalex.org/W2123820077","https://openalex.org/W2594311007","https://openalex.org/W2606882085","https://openalex.org/W2734358244","https://openalex.org/W2927034245","https://openalex.org/W2970634970","https://openalex.org/W2996366116","https://openalex.org/W3001553940","https://openalex.org/W3007345209","https://openalex.org/W3026078102","https://openalex.org/W3034502973","https://openalex.org/W3036534997","https://openalex.org/W3046213497","https://openalex.org/W3089046691","https://openalex.org/W3096672325","https://openalex.org/W3105816959","https://openalex.org/W3183479408","https://openalex.org/W3211490561","https://openalex.org/W3213978703","https://openalex.org/W4285491445","https://openalex.org/W4287685186","https://openalex.org/W4288093056","https://openalex.org/W4288259571","https://openalex.org/W4291494476","https://openalex.org/W4295123693","https://openalex.org/W4312917931","https://openalex.org/W4387185354","https://openalex.org/W4390536064","https://openalex.org/W4392925492","https://openalex.org/W4394866527"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W4411535265","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}