Probabilistic Calibration by Design for Neural Network RegressionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
A Large-Scale Study of Probabilistic Calibration in Neural Network
RegressionInternational Conference on Machine Learning (ICML), 2023 |
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for
Uncertainty-Aware Multimodal Emotion RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 |
Valid prediction intervals for regression problemsArtificial Intelligence Review (AIR), 2021 |
Estimating Uncertainty Intervals from Collaborating NetworksJournal of machine learning research (JMLR), 2020 |