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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}
}
@inproceedings{DBLP:conf/aequitas/BiedGHCCNS23,
author = {Guillaume Bied and
Christophe Gaillac and
Morgane Hoffmann and
Philippe Caillou and
Bruno Cr{\'{e}}pon and
Solal Nathan and
Mich{\`{e}}le Sebag},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Fairness in job recommendations: estimating, explaining, and reducing
gender gaps},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper7.pdf},
timestamp = {Tue, 19 Dec 2023 17:15:12 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/BiedGHCCNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/BothmannDS23,
author = {Ludwig Bothmann and
Susanne Dandl and
Michael Schomaker},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Causal Fair Machine Learning via Rank-Preserving Interventional Distributions},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper1.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/BothmannDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/Brannstrom0TD23,
author = {Mattias Br{\"{a}}nnstr{\"{o}}m and
Lili Jiang and
Andrea Aler Tubella and
Virginia Dignum},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Impact based fairness framework for socio-technical decision making},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper12.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/Brannstrom0TD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/ErnstMBVFKL23,
author = {Jasmina S. Ernst and
Sascha Marton and
Jannik Brinkmann and
Eduardo Vellasques and
Damien Foucard and
Martin Kraemer and
Marian Lambert},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Bias Mitigation for Large Language Models using Adversarial Learning},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper11.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/ErnstMBVFKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/GuoXLC23,
author = {Zhijin Guo and
Zhaozhen Xu and
Martha Lewis and
Nello Cristianini},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {{EXTRACT:} Explainable Transparent Control of Bias in Embeddings},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper6.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/GuoXLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/KrugOS23,
author = {Valerie Krug and
Christopher Olson and
Sebastian Stober},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Visualizing Bias in Activations of Deep Neural Networks as Topographic
Maps},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper2.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/KrugOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/MaggioGC0M23,
author = {Alessandro Maggio and
Luca Giuliani and
Roberta Calegari and
Michele Lombardi and
Michela Milano},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {A geometric framework for fairness},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper9.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/MaggioGC0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/MandalLL23,
author = {Abhishek Mandal and
Suzanne Little and
Susan Leavy},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Gender Bias in Multimodal Models: {A} Transnational Feminist Approach
Considering Geographical Region and Culture},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper8.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/MandalLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/ManganiniP23,
author = {Chiara Manganini and
Giuseppe Primiero},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Reasoning With Bias},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper4.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/ManganiniP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/MisinoC0M23,
author = {Eleonora Misino and
Roberta Calegari and
Michele Lombardi and
Michela Milano},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper5.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/MisinoC0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/TelloCRFMTA023,
author = {Javier Tello and
Marina de la Cruz and
Tony Ribeiro and
Julian Fi{\'{e}}rrez and
Aythami Morales and
Ruben Tolosana and
C{\'{e}}sar Luis Alonso and
Alfonso Ortega},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Symbolic {AI} {(LFIT)} for {XAI} to handle biases},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper10.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/TelloCRFMTA023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/WallerRC23,
author = {Madeleine Waller and
Odinaldo Rodrigues and
Oana Cocarascu},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Recommendations for Bias Mitigation Methods: Applicability and Legality},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper3.pdf},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/WallerRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aequitas/2023,
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523},
urn = {urn:nbn:de:0074-3523-0},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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