Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction. - Daniel Bethell; Simos Gerasimou; Radu Calinescu (AAAI, 2024)

Enhancing Fairness in Neural Networks Using FairVIC. - Charmaine Barker; Daniel Bethell; Dimitar Kazakov (CoRR, 2024)

Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding. - Daniel Bethell; Simos Gerasimou; Radu Calinescu; Calum Imrie (CoRR, 2024)

Quantifying Adversarial Uncertainty in Evidential Deep Learning using Conflict Resolution. - Charmaine Barker; Daniel Bethell; Simos Gerasimou (CoRR, 2025)