conftrace_

credal set

10 papers

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Co-occurring keywords

epistemic uncertainty (160) uncertainty quantification (1393) aleatoric uncertainty (109) deep ensemble (52) imprecise probability (15) probability distribution (265) distribution variability (1) consistency regularization (150) out-of-distribution detection (617) ensemble distillation (16)

Papers

Credal Ensemble Distillation for Uncertainty Quantification AAAI 2026
The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models EMNLP 2025
Imprecise Multi-Armed Bandits: Representing Irreducible Uncertainty as a Zero-Sum Game JMLR 2025
Credal Learning Theory NIPS 2024
Credal Deep Ensembles for Uncertainty Quantification NIPS 2024
Conformalized Credal Set Predictors NIPS 2024
Is the volume of a credal set a good measure for epistemic uncertainty? UAI 2023
Updating Probability Intervals with Uncertain Inputs IJCAI 2022
Quantification of Credal Uncertainty in Machine Learning: A Critical Analysis and Empirical Comparison UAI 2022
Credal Self-Supervised Learning NIPS 2021