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@inproceedings{DBLP:conf/aequitas/BartlL24, author = {Marion Bartl and Susan Leavy}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {From Inclusive Language to Inclusive {AI:} {A} Proof-of-Concept Study into Pre-Trained Models}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper15.pdf}, timestamp = {Fri, 08 Nov 2024 15:21:04 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/BartlL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/BruinsmaFHJKS24, author = {Bastiaan Bruinsma and Annika Fred{\'{e}}n and Kajsa Hansson and Moa Johansson and Pasko Kisic{-}Merino and Denitsa Saynova}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Setting the {AI} Agenda - Evidence from Sweden in the ChatGPT Era}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper1.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/BruinsmaFHJKS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/CohauszKS24, author = {Lea Cohausz and Jakob Kappenberger and Heiner Stuckenschmidt}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Combining Fairness and Causal Graphs to Advance Both}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper3.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/CohauszKS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/Duong024, author = {Manh Khoi Duong and Stefan Conrad}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Measuring and Mitigating Bias for Tabular Datasets with Multiple Protected Attributes}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper6.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/Duong024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/GaneshPOT24, author = {Aashutosh Ganesh and Mirela Popa and Daan Odijk and Nava Tintarev}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Does spatio-temporal information benefit the video summarization task?}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper10.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/GaneshPOT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/GiulianiMC024, author = {Luca Giuliani and Eleonora Misino and Roberta Calegari and Michele Lombardi}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Long-Term Fairness Strategies in Ranking with Continuous Sensitive Attributes}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper11.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/GiulianiMC024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/Hu0DL24, author = {Jingyu Hu and Jun Hong and Mengnan Du and Weiru Liu}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {ProxiMix: Enhancing Fairness with Proximity Samples in Subgroups}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper2.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/Hu0DL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/MagniniCCO24, author = {Matteo Magnini and Giovanni Ciatto and Roberta Calegari and Andrea Omicini}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Enforcing Fairness via Constraint Injection with FaUCI}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper8.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/MagniniCCO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/MalfaZLB24, author = {Gabriele La Malfa and Jie M. Zhang and Michael Luck and Elizabeth Black}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Using Protected Attributes to Consider Fairness in Multi-Agent Systems}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper9.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/MalfaZLB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/MarreroMBJC24, author = {Angel S. Marrero and Gustavo A. Marrero and Carlos Bethencourt and Liam James and Roberta Calegari}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {AI-fairness and equality of opportunity: a case study on educational achievement}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper17.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/MarreroMBJC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/Poibeau24, author = {Thierry Poibeau}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Bias, Subjectivity and Norm in Large Language Models}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper14.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/Poibeau24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/QuaresminiP24, author = {Camilla Quaresmini and Giuseppe Primiero}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Data Quality Dimensions for Fair {AI}}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper12.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/QuaresminiP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/RussoV24, author = {Mayra Russo and Maria{-}Esther Vidal}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Leveraging Ontologies to Document Bias in Data}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper5.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/RussoV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/SabbatiniC24, author = {Federico Sabbatini and Roberta Calegari}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Unmasking the Shadows: Leveraging Symbolic Knowledge Extraction to Discover Biases and Unfairness in Opaque Predictive Models}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper13.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/SabbatiniC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/SantosCS24, author = {Mois{\'{e}}s Santos and Andr{\'{e}} C. P. L. F. de Carvalho and Carlos Soares}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper4.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/SantosCS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/SikderRLH24, author = {Md. Fahim Sikder and Resmi Ramachandranpillai and Daniel de Leng and Fredrik Heintz}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {FairX: {A} comprehensive benchmarking tool for model analysis using fairness, utility, and explainability}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper16.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/SikderRLH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aequitas/Villate-Castillo24, author = {Guillermo Villate{-}Castillo and Borja Sanz and Javier Del Ser}, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Mitigating Toxicity in Dialogue Agents through Adversarial Reinforcement Learning}, booktitle = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808/paper7.pdf}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/Villate-Castillo24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/aequitas/2024, editor = {Roberta Calegari and Virginia Dignum and Barry O'Sullivan}, title = {Proceedings of the 2nd Workshop on Fairness and Bias in {AI} co-located with 27th European Conference on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela, Spain, October 20th, 2024}, series = {{CEUR} Workshop Proceedings}, volume = {3808}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3808}, urn = {urn:nbn:de:0074-3808-1}, timestamp = {Fri, 08 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aequitas/2024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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