Ainhize Barrainkua

According to our database, Ainhize Barrainkua authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Safe Fairness Guarantees Without Demographics in Classification: Spectral Uncertainty Set Perspective.

Ainhize Barrainkua, Santiago Mazuelas, Novi Quadrianto, José Antonio Lozano

IEEE Trans. Pattern Anal. Mach. Intell., July, 2026

Revisiting (Un)Fairness in Recourse by Minimizing Worst-Case Social Burden.

Ainhize Barrainkua, Giovanni De Toni, José Antonio Lozano, Novi Quadrianto

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Who Pays for Fairness? Rethinking Recourse under Social Burden.

Ainhize Barrainkua, Giovanni De Toni, José Antonio Lozano, Novi Quadrianto

CoRR, September, 2025

Preserving the Fairness Guarantees of Classifiers in Changing Environments: A Survey.

Ainhize Barrainkua, Paula Gordaliza, José Antonio Lozano, Novi Quadrianto

ACM Comput. Surv., June, 2025

2024

Dancing in the Shadows: Harnessing Ambiguity for Fairer Classifiers.

Ainhize Barrainkua, Paula Gordaliza, José Antonio Lozano, Novi Quadrianto

CoRR, 2024

Uncertainty Matters: Stable Conclusions under Unstable Assessment of Fairness Results.

Ainhize Barrainkua, Paula Gordaliza, José Antonio Lozano, Novi Quadrianto

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations.

Ainhize Barrainkua, Paula Gordaliza, José Antonio Lozano, Novi Quadrianto

CoRR, 2023

2022

A Survey on Preserving Fairness Guarantees in Changing Environments.

Ainhize Barrainkua, Paula Gordaliza, José Antonio Lozano, Novi Quadrianto

CoRR, 2022