{"id":"https://openalex.org/W4411549903","doi":"https://doi.org/10.1145/3715275.3732192","title":"Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods","display_name":"Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411549903","doi":"https://doi.org/10.1145/3715275.3732192"},"language":"en","primary_location":{"id":"doi:10.1145/3715275.3732192","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3715275.3732192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-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/A5084894323","display_name":"Mahdi Dhaini","orcid":"https://orcid.org/0000-0002-7831-3141"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mahdi Dhaini","raw_affiliation_strings":["School of Computation, Information and Technology, Department of Computer Science, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7831-3141","affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Department of Computer Science, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069851498","display_name":"Ege Erdo\u011fan","orcid":"https://orcid.org/0000-0001-6170-3541"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ege Erdogan","raw_affiliation_strings":["School of Computation, Information and Technology, Department of Computer Science, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6170-3541","affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Department of Computer Science, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027823774","display_name":"Nils Feldhus","orcid":"https://orcid.org/0009-0008-7408-7483"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils Feldhus","raw_affiliation_strings":["BIFOLD-Berlin Institute for the Foundations of Learning and Data, German Research Center for Artificial Intelligence (DFKI), TU Berlin, BIFOLD, DFKI, Berlin, Germany"],"raw_orcid":"https://orcid.org/0009-0008-7408-7483","affiliations":[{"raw_affiliation_string":"BIFOLD-Berlin Institute for the Foundations of Learning and Data, German Research Center for Artificial Intelligence (DFKI), TU Berlin, BIFOLD, DFKI, Berlin, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024434748","display_name":"Gjergji Kasneci","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gjergji Kasneci","raw_affiliation_strings":["School of Computation, Information and Technology, Department of Computer Science, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3123-7268","affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Department of Computer Science, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084894323"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06738743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3006","last_page":"3029"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","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":0.9847999811172485,"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":0.9839000105857849,"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":0.5810586214065552},{"id":"https://openalex.org/keywords/post-hoc","display_name":"Post hoc","score":0.557670533657074},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.4268593192100525},{"id":"https://openalex.org/keywords/post-hoc-analysis","display_name":"Post-hoc analysis","score":0.4232345223426819},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17934054136276245},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09128105640411377},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07862028479576111},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06471490859985352},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.06277656555175781}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5810586214065552},{"id":"https://openalex.org/C2992886853","wikidata":"https://www.wikidata.org/wiki/Q18381816","display_name":"Post hoc","level":2,"score":0.557670533657074},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.4268593192100525},{"id":"https://openalex.org/C67761136","wikidata":"https://www.wikidata.org/wiki/Q2105849","display_name":"Post-hoc analysis","level":2,"score":0.4232345223426819},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17934054136276245},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09128105640411377},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07862028479576111},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06471490859985352},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.06277656555175781},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3715275.3732192","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3715275.3732192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.7699999809265137,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1556779599","https://openalex.org/W2282821441","https://openalex.org/W2934842096","https://openalex.org/W2962843949","https://openalex.org/W2962863107","https://openalex.org/W2963341956","https://openalex.org/W2963526187","https://openalex.org/W2990138404","https://openalex.org/W3005073185","https://openalex.org/W3034917890","https://openalex.org/W3035503910","https://openalex.org/W3037831233","https://openalex.org/W3098415518","https://openalex.org/W3105882417","https://openalex.org/W3105966348","https://openalex.org/W3116194654","https://openalex.org/W3117696238","https://openalex.org/W3131457744","https://openalex.org/W3133543405","https://openalex.org/W3134080822","https://openalex.org/W3172415559","https://openalex.org/W3173380736","https://openalex.org/W3187467055","https://openalex.org/W3212053370","https://openalex.org/W4229442586","https://openalex.org/W4280578116","https://openalex.org/W4285112556","https://openalex.org/W4285798540","https://openalex.org/W4287887504","https://openalex.org/W4287887550","https://openalex.org/W4289785153","https://openalex.org/W4321786089","https://openalex.org/W4365799947","https://openalex.org/W4377825911","https://openalex.org/W4385570354","https://openalex.org/W4385572034","https://openalex.org/W4385573377","https://openalex.org/W4385573981","https://openalex.org/W4386566590","https://openalex.org/W4386566840","https://openalex.org/W4388118372","https://openalex.org/W4390490761","https://openalex.org/W4391848979","https://openalex.org/W4396218607","https://openalex.org/W4396833121","https://openalex.org/W4399364553","https://openalex.org/W4400439136","https://openalex.org/W4401042153","https://openalex.org/W4401043280","https://openalex.org/W4404792968","https://openalex.org/W4405995927","https://openalex.org/W4411113357"],"related_works":["https://openalex.org/W2182025991","https://openalex.org/W4391247400","https://openalex.org/W1973035946","https://openalex.org/W2087491399","https://openalex.org/W2111390454","https://openalex.org/W4383421632","https://openalex.org/W3014788916","https://openalex.org/W2995377144","https://openalex.org/W4378639993","https://openalex.org/W4383382866"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}