Third European Workshop on Algorithmic Fairness (EWAF'24)

Session

Poster Session 2

2 Jul 2024, 17:00

Atrium Max

Description

Papers from Lightning Round 3
Various Authors

50. A Neuro-Symbolic Approach to Counterfactual Fairness

Chiara Manganini, Mattia Cerrato, Vaishak Belle, Xenia Heilmann

46. An epistemic-based decision-making framework for modeling fairness in the spread of technologies for sustainability

Camilla Quaresmini, Eugenia Villa, Mara Tanelli, Valentina Breschi, Viola Schiaffonati

49. Can generative AI-based data balancing mitigate unfairness issues in Machine Learning?

Benoît Ronval, Ludwig Bothmann, Siegfried Nijssen

52. Integrating Global Justice into AI Fairness Criteria: A Novel Approach to Environmentally Sustainable and Equitable Fleet Management

Ahmet Bilal Aytekin, Ahu Ece Hartavi Karci, Batuhan Çınar

45. More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation

Jiaxu Zhao, Ling Chen, Meng Fang, Mykola Pechenizkiy, Yitong Li, Yulong Pei, Zijing Shi

44. Reranking individuals: the effect of fair classification within-groups

Sofie Goethals, Toon Calders

47. Scaling Up Causal Algorithmic Recourse with CARMA

Ayan Majumdar, Isabel Valera

51. Towards Fair Co-clustering

Federico Peiretti, Ruggero G. Pensa

48. What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds

Bernd Bischl, Kristina Peters, Ludwig Bothmann

43. What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from the Perspective of Approximate Justice

Christoph Heitz, Corinna Hertweck, Michele Loi