AEQUITAS@ECAI

Publications

2023

Abhishek Mandal, Suzanne Little, Susan Leavy
Gender Bias in Multimodal Models: A Transnational Feminist Approach Considering Geographical Region and Culture. AEQUITAS@ECAI (2023)
Ludwig Bothmann, Susanne Dandl, Michael Schomaker
Causal Fair Machine Learning via Rank-Preserving Interventional Distributions. AEQUITAS@ECAI (2023)
Guillaume Bied, Christophe Gaillac, Morgane Hoffmann, Philippe Caillou, Bruno Crépon, Solal Nathan, Michèle Sebag
Fairness in job recommendations: estimating, explaining, and reducing gender gaps. AEQUITAS@ECAI (2023)
Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano
FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System. AEQUITAS@ECAI (2023)
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. AEQUITAS@ECAI (2023)
Jasmina S. Ernst, Sascha Marton, Jannik Brinkmann, Eduardo Vellasques, Damien Foucard, Martin Kraemer, Marian Lambert
Bias Mitigation for Large Language Models using Adversarial Learning. AEQUITAS@ECAI (2023)
Alessandro Maggio, Luca Giuliani, Roberta Calegari, Michele Lombardi, Michela Milano
A geometric framework for fairness. AEQUITAS@ECAI (2023)
Mattias Brännström, Lili Jiang, Andrea Aler Tubella, Virginia Dignum
Impact based fairness framework for socio-technical decision making. AEQUITAS@ECAI (2023)
Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu
Recommendations for Bias Mitigation Methods: Applicability and Legality. AEQUITAS@ECAI (2023)
Chiara Manganini, Giuseppe Primiero
Reasoning With Bias. AEQUITAS@ECAI (2023)
Valerie Krug, Christopher Olson, Sebastian Stober
Visualizing Bias in Activations of Deep Neural Networks as Topographic Maps. AEQUITAS@ECAI (2023)
Zhijin Guo, Zhaozhen Xu, Martha Lewis, Nello Cristianini
EXTRACT: Explainable Transparent Control of Bias in Embeddings. AEQUITAS@ECAI (2023)

volume 3523, 2023

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. AEQUITAS@ECAI 3523 (2023)