{"id":"https://openalex.org/W4378438603","doi":"https://doi.org/10.1007/978-3-031-33377-4_22","title":"pFedV: Mitigating Feature Distribution Skewness via\u00a0Personalized Federated Learning with\u00a0Variational Distribution Constraints","display_name":"pFedV: Mitigating Feature Distribution Skewness via\u00a0Personalized Federated Learning with\u00a0Variational Distribution Constraints","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4378438603","doi":"https://doi.org/10.1007/978-3-031-33377-4_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-33377-4_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33377-4_22","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/A5027466503","display_name":"Yongli Mou","orcid":"https://orcid.org/0000-0002-2064-0107"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yongli Mou","raw_affiliation_strings":["Chair of Computer Science 5, RWTH Aachen University, Ahornstr. 55, 52074, Aachen, Germany","Chair of Computer Science 5, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2064-0107","affiliations":[{"raw_affiliation_string":"Chair of Computer Science 5, RWTH Aachen University, Ahornstr. 55, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Chair of Computer Science 5, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073054282","display_name":"Jiahui Geng","orcid":"https://orcid.org/0000-0002-4205-8230"},"institutions":[{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jiahui Geng","raw_affiliation_strings":["Faculty of Science and Technology, Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway"],"raw_orcid":"https://orcid.org/0000-0002-4205-8230","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039540910","display_name":"Feng Zhou","orcid":"https://orcid.org/0000-0003-0842-306X"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Zhou","raw_affiliation_strings":["Center for Applied Statistics and School of Statistics, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0842-306X","affiliations":[{"raw_affiliation_string":"Center for Applied Statistics and School of Statistics, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067635650","display_name":"Oya Beyan","orcid":"https://orcid.org/0000-0001-7611-3501"},"institutions":[{"id":"https://openalex.org/I180923762","display_name":"University of Cologne","ror":"https://ror.org/00rcxh774","country_code":"DE","type":"education","lineage":["https://openalex.org/I180923762"]},{"id":"https://openalex.org/I4210153755","display_name":"University Hospital Cologne","ror":"https://ror.org/05mxhda18","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210153755"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oya Beyan","raw_affiliation_strings":["Institute for Medical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7611-3501","affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany","institution_ids":["https://openalex.org/I4210153755","https://openalex.org/I180923762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108044249","display_name":"Chunming Rong","orcid":"https://orcid.org/0000-0002-8347-0539"},"institutions":[{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Chunming Rong","raw_affiliation_strings":["Faculty of Science and Technology, Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway"],"raw_orcid":"https://orcid.org/0000-0002-8347-0539","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071104283","display_name":"Stefan Decker","orcid":"https://orcid.org/0000-0001-6324-7164"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Decker","raw_affiliation_strings":["Chair of Computer Science 5, RWTH Aachen University, Ahornstr. 55, 52074, Aachen, Germany","Fraunhofer Institute for Applied Information Technology, Sankt Augustin, Germany","Chair of Computer Science 5, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6324-7164","affiliations":[{"raw_affiliation_string":"Chair of Computer Science 5, RWTH Aachen University, Ahornstr. 55, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Fraunhofer Institute for Applied Information Technology, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]},{"raw_affiliation_string":"Chair of Computer Science 5, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5039540910"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0085,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87219657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T10862","display_name":"AI in cancer detection","score":0.9581999778747559,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9212999939918518,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8069628477096558},{"id":"https://openalex.org/keywords/skewness","display_name":"Skewness","score":0.6760748028755188},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6196261644363403},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.6149970889091492},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5330286026000977},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4995555877685547},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4776117503643036},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4729577898979187},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.44282451272010803},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43886059522628784},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41540271043777466},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12307772040367126},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.08575773239135742}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8069628477096558},{"id":"https://openalex.org/C122342681","wikidata":"https://www.wikidata.org/wiki/Q330828","display_name":"Skewness","level":2,"score":0.6760748028755188},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6196261644363403},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.6149970889091492},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5330286026000977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4995555877685547},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4776117503643036},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4729577898979187},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.44282451272010803},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43886059522628784},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41540271043777466},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12307772040367126},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.08575773239135742},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-33377-4_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33377-4_22","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"},{"id":"pmh:oai:publica.fraunhofer.de:publica/450534","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/450534","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2225156818","https://openalex.org/W2912213068","https://openalex.org/W2949734902","https://openalex.org/W3021654819","https://openalex.org/W3177095755","https://openalex.org/W4213120775","https://openalex.org/W4226461837","https://openalex.org/W4287332481","https://openalex.org/W4293155325","https://openalex.org/W6600103761","https://openalex.org/W6600688380","https://openalex.org/W6601009451","https://openalex.org/W6601258443","https://openalex.org/W6771536673"],"related_works":["https://openalex.org/W2189529952","https://openalex.org/W3122032734","https://openalex.org/W28389960","https://openalex.org/W3144675622","https://openalex.org/W3124374489","https://openalex.org/W1575594952","https://openalex.org/W3080076373","https://openalex.org/W4390063540","https://openalex.org/W2549038846","https://openalex.org/W2463389856"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
