Uncertainty Quantification for Machine Learning in Healthcare: A SurveyACM Conference on Health, Inference, and Learning (CHIL), 2025 |
When does a predictor know its own loss?Symposium on Foundations of Responsible Computing (FRC), 2025 |
Towards Reliable Uncertainty Quantification via Deep Ensembles in
Multi-output Regression TaskEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023 |
Latent Discriminant deterministic UncertaintyEuropean Conference on Computer Vision (ECCV), 2022 |
Disentangling Uncertainty in Machine Translation EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |