{"id":"https://openalex.org/W4392556235","doi":"https://doi.org/10.1007/978-3-031-54605-1_26","title":"Beyond Debiasing: Actively Steering Feature Selection via\u00a0Loss Regularization","display_name":"Beyond Debiasing: Actively Steering Feature Selection via\u00a0Loss Regularization","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392556235","doi":"https://doi.org/10.1007/978-3-031-54605-1_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-54605-1_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-54605-1_26","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/A5025469588","display_name":"Jan Blunk","orcid":"https://orcid.org/0009-0001-7037-3545"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan Blunk","raw_affiliation_strings":["Computer Vision Group, Friedrich Schiller University Jena, 07743, Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Vision Group, Friedrich Schiller University Jena, 07743, Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073000187","display_name":"Niklas Penzel","orcid":"https://orcid.org/0000-0001-8002-4130"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niklas Penzel","raw_affiliation_strings":["Computer Vision Group, Friedrich Schiller University Jena, 07743, Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Vision Group, Friedrich Schiller University Jena, 07743, Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087931836","display_name":"Paul Bodesheim","orcid":"https://orcid.org/0000-0002-3564-6528"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Paul Bodesheim","raw_affiliation_strings":["Computer Vision Group, Friedrich Schiller University Jena, 07743, Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Vision Group, Friedrich Schiller University Jena, 07743, Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024934744","display_name":"Joachim Denzler","orcid":"https://orcid.org/0000-0002-3193-3300"},"institutions":[{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joachim Denzler","raw_affiliation_strings":["Computer Vision Group, Friedrich Schiller University Jena, 07743, Jena, Germany"],"affiliations":[{"raw_affiliation_string":"Computer Vision Group, Friedrich Schiller University Jena, 07743, Jena, Germany","institution_ids":["https://openalex.org/I76198965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025469588"],"corresponding_institution_ids":["https://openalex.org/I76198965"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.406,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87665989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"394","last_page":"408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9990000128746033,"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":0.9990000128746033,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9969000220298767,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9939000010490417,"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/debiasing","display_name":"Debiasing","score":0.9241877794265747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7998850345611572},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.596280038356781},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.52188640832901},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47107258439064026},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.11830297112464905},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06627219915390015}],"concepts":[{"id":"https://openalex.org/C2779458634","wikidata":"https://www.wikidata.org/wiki/Q24963715","display_name":"Debiasing","level":2,"score":0.9241877794265747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7998850345611572},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.596280038356781},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.52188640832901},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47107258439064026},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.11830297112464905},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06627219915390015}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-54605-1_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-54605-1_26","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":34,"referenced_works":["https://openalex.org/W1510900750","https://openalex.org/W1601795611","https://openalex.org/W1997188340","https://openalex.org/W2010315761","https://openalex.org/W2070480153","https://openalex.org/W2071128523","https://openalex.org/W2165363188","https://openalex.org/W2168228682","https://openalex.org/W2294798173","https://openalex.org/W2560674852","https://openalex.org/W2587196174","https://openalex.org/W2891503716","https://openalex.org/W2951576127","https://openalex.org/W2962772482","https://openalex.org/W2963798744","https://openalex.org/W2981731882","https://openalex.org/W2993587506","https://openalex.org/W3099790272","https://openalex.org/W3138819813","https://openalex.org/W3171209108","https://openalex.org/W3174925291","https://openalex.org/W3181414820","https://openalex.org/W4206283208","https://openalex.org/W4214904271","https://openalex.org/W4246455455","https://openalex.org/W4253020087","https://openalex.org/W4281291869","https://openalex.org/W4294959557","https://openalex.org/W4299298262","https://openalex.org/W4299515571","https://openalex.org/W4308830712","https://openalex.org/W6631189298","https://openalex.org/W6759016554","https://openalex.org/W7073675314"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4362554880","https://openalex.org/W4386875279","https://openalex.org/W4281684980","https://openalex.org/W2171721708","https://openalex.org/W3214527415","https://openalex.org/W4287887864","https://openalex.org/W1495104519","https://openalex.org/W4390963114","https://openalex.org/W4225584739"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}
