Variance-Penalized Robust Learning for Pareto-Optimal Group Robustness Under Clean and Noisy Annotations. - Kavindya Imbulgoda; Steven Korevaar; Ruwan B. Tennakoon; Alireza Bab-Hadiashar (DICTA, 2025)

Improving Fairness in Vision Language Models for Medical Applications via Max Deviation Penalty. - Kavindya Imbulgoda; Ruwan B. Tennakoon; Steven Korevaar; Weiqin Chuah; Alireza Bab-Hadiashar (ISBI, 2026)