A Survey on Preserving Fairness Guarantees in Changing Environments. - Ainhize Barrainkua; Paula Gordaliza; José Antonio Lozano 001; Novi Quadrianto (CoRR, 2022)

Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations. - Ainhize Barrainkua; Paula Gordaliza; José Antonio Lozano 001; Novi Quadrianto (CoRR, 2023)

Uncertainty Matters: Stable Conclusions under Unstable Assessment of Fairness Results. - Ainhize Barrainkua; Paula Gordaliza; José Antonio Lozano 001; Novi Quadrianto (AISTATS, 2024)

Dancing in the Shadows: Harnessing Ambiguity for Fairer Classifiers. - Ainhize Barrainkua; Paula Gordaliza; José Antonio Lozano 001; Novi Quadrianto (CoRR, 2024)

Preserving the Fairness Guarantees of Classifiers in Changing Environments: A Survey. - Ainhize Barrainkua; Paula Gordaliza; José Antonio Lozano 001; Novi Quadrianto (ACM Comput. Surv., 2025)