A calibration test for evaluating set-based epistemic uncertainty representationsMachine-mediated learning (ML), 2025 |
A Unified Evaluation Framework for Epistemic PredictionsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
Uncertainty-based Offline Variational Bayesian Reinforcement Learning
for Robustness under Diverse Data CorruptionsNeural Information Processing Systems (NeurIPS), 2024 |
Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?Conference on Uncertainty in Artificial Intelligence (UAI), 2023 |
Bayesian Generalization Error in Linear Neural Networks with Concept
Bottleneck Structure and Multitask FormulationNeurocomputing (Neurocomputing), 2023 |