Gerasimou, Simos

3 publications

ICLR 2026 Robust Adversarial Quantification via Conflict-Aware Evidential Deep Learning Charmaine Barker, Daniel Bethell, Simos Gerasimou

NeurIPS 2025 Uncertainty Quantification for Deep Regression Using Contextualised Normalizing Flows Adriel Sosa Marco, John D. Kirwan, Alexia Toumpa, Simos Gerasimou

AAAI 2024 Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction Daniel Bethell, Simos Gerasimou, Radu Calinescu