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AEQUITAS@ECAI 2023: Kraków, Poland
- Roberta Calegari, Andrea Aler Tubella, Gabriel González-Castañé, Virginia Dignum, Michela Milano:
Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Kraków, Poland, October 1st, 2023. CEUR Workshop Proceedings 3523, CEUR-WS.org 2023 - Ludwig Bothmann, Susanne Dandl, Michael Schomaker:
Causal Fair Machine Learning via Rank-Preserving Interventional Distributions. - Valerie Krug, Christopher Olson, Sebastian Stober:
Visualizing Bias in Activations of Deep Neural Networks as Topographic Maps. - Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu:
Recommendations for Bias Mitigation Methods: Applicability and Legality. - Chiara Manganini, Giuseppe Primiero:
Reasoning With Bias. - Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano:
FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System. - Zhijin Guo, Zhaozhen Xu, Martha Lewis, Nello Cristianini:
EXTRACT: Explainable Transparent Control of Bias in Embeddings. - Guillaume Bied, Christophe Gaillac, Morgane Hoffmann, Philippe Caillou, Bruno Crépon, Solal Nathan, Michèle Sebag:
Fairness in job recommendations: estimating, explaining, and reducing gender gaps. - Abhishek Mandal, Suzanne Little, Susan Leavy:
Gender Bias in Multimodal Models: A Transnational Feminist Approach Considering Geographical Region and Culture. - Alessandro Maggio, Luca Giuliani, Roberta Calegari, Michele Lombardi, Michela Milano:
A geometric framework for fairness. - Javier Tello, Marina de la Cruz, Tony Ribeiro, Julian Fiérrez, Aythami Morales, Ruben Tolosana, César Luis Alonso, Alfonso Ortega:
Symbolic AI (LFIT) for XAI to handle biases. - Jasmina S. Ernst, Sascha Marton, Jannik Brinkmann, Eduardo Vellasques, Damien Foucard, Martin Kraemer, Marian Lambert:
Bias Mitigation for Large Language Models using Adversarial Learning. - Mattias Brännström, Lili Jiang, Andrea Aler Tubella, Virginia Dignum:
Impact based fairness framework for socio-technical decision making.
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