credal set

Credal Ensemble Distillation for Uncertainty Quantification AAAI 2026 Information-Theoretic Lower Bounds for Causal Inference under Credal Uncertainty UAI 2026 Optimal Conformal Prediction under Epistemic Uncertainty UAI 2026 Quantification of Credal Uncertainty: A Distance-Based Approach UAI 2026 Robust Predictive Uncertainty and Double Descent in Contaminated Bayesian Random Features UAI 2026 Set-based v.s. Distribution-based Representations of Epistemic Uncertainty: A Comparative Study UAI 2026 Structured Credal Learning UAI 2026 Upper entropy for 2-monotone lower probabilities UAI 2026 A Unified Evaluation Framework for Epistemic Predictions AISTATS 2025 Credal Two-Sample Tests of Epistemic Uncertainty AISTATS 2025 Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification ICLR 2025 Imprecise Multi-Armed Bandits: Representing Irreducible Uncertainty as a Zero-Sum Game JMLR 2025 The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models EMNLP 2025 Conformalized Credal Set Predictors NeurIPS 2024 Credal Deep Ensembles for Uncertainty Quantification NeurIPS 2024 Credal Learning Theory NeurIPS 2024 Is the volume of a credal set a good measure for epistemic uncertainty? UAI 2023 Quantification of Credal Uncertainty in Machine Learning: A Critical Analysis and Empirical Comparison UAI 2022 Updating Probability Intervals with Uncertain Inputs IJCAI 2022 Credal Self-Supervised Learning NeurIPS 2021