{"id":"https://openalex.org/W4403351814","doi":"https://doi.org/10.1007/978-3-031-72787-0_10","title":"BMFT: Achieving Fairness via\u00a0Bias-Based Weight Masking Fine-Tuning","display_name":"BMFT: Achieving Fairness via\u00a0Bias-Based Weight Masking Fine-Tuning","publication_year":2024,"publication_date":"2024-10-12","ids":{"openalex":"https://openalex.org/W4403351814","doi":"https://doi.org/10.1007/978-3-031-72787-0_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72787-0_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72787-0_10","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/A5008578775","display_name":"Yuyang Xue","orcid":"https://orcid.org/0000-0002-2281-9418"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yuyang Xue","raw_affiliation_strings":["School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104068101","display_name":"Junyu Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Junyu Yan","raw_affiliation_strings":["School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069298044","display_name":"Raman Dutt","orcid":"https://orcid.org/0000-0002-1822-4315"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Raman Dutt","raw_affiliation_strings":["School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK","School of Informatics, The University of Edinburgh, Edinburgh, EH8 9AB, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"School of Informatics, The University of Edinburgh, Edinburgh, EH8 9AB, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043348303","display_name":"Fasih Haider","orcid":"https://orcid.org/0000-0002-5150-3359"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fasih Haider","raw_affiliation_strings":["School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061256870","display_name":"Jingshuai Liu","orcid":"https://orcid.org/0009-0003-3104-3775"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jingshuai Liu","raw_affiliation_strings":["School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052824649","display_name":"Steven McDonagh","orcid":"https://orcid.org/0000-0001-7025-5197"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steven McDonagh","raw_affiliation_strings":["School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054437456","display_name":"Sotirios A. Tsaftaris","orcid":"https://orcid.org/0000-0002-8795-9294"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sotirios A. Tsaftaris","raw_affiliation_strings":["School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of Edinburgh, Edinburgh, EH9 3FG, UK","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5008578775"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.2222,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.83356322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9627000093460083,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9523000121116638,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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":0.8653000593185425},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.830297589302063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8653000593185425},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.830297589302063},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-72787-0_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72787-0_10","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":[{"id":"https://openalex.org/G3074771375","display_name":null,"funder_award_id":"EP/X017680/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1994231444","https://openalex.org/W2100960835","https://openalex.org/W2194775991","https://openalex.org/W2786147899","https://openalex.org/W2794825826","https://openalex.org/W2947706148","https://openalex.org/W2963946669","https://openalex.org/W2969096242","https://openalex.org/W2970971581","https://openalex.org/W3034578486","https://openalex.org/W3081500256","https://openalex.org/W3102785203","https://openalex.org/W3121732873","https://openalex.org/W3128805475","https://openalex.org/W3175183715","https://openalex.org/W3203636625","https://openalex.org/W4290852327","https://openalex.org/W4295795871","https://openalex.org/W4316038168","https://openalex.org/W4387435251","https://openalex.org/W4387736485","https://openalex.org/W4388322985","https://openalex.org/W4393147285","https://openalex.org/W6810143613","https://openalex.org/W6810970982","https://openalex.org/W6838334194"],"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/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}
