uncertainty quantification

Class-Conditional Conformal Prediction with Many Classes NeurIPS 2023 CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift NeurIPS 2023 Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach ACL 2023 Collapsed Inference for Bayesian Deep Learning NeurIPS 2023 Collision Probability Matching Loss for Disentangling Epistemic Uncertainty from Aleatoric Uncertainty AISTATS 2023 Combinatorial-Probabilistic Trade-Off: P-Values of Community Properties Test in the Stochastic Block Models ICLR 2023 Confidence and Uncertainty Assessment for Distributional Random Forests JMLR 2023 Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping ICML 2023 Conformalized matrix completion NeurIPS 2023 Conformal Off-Policy Prediction AISTATS 2023 Conformal PID Control for Time Series Prediction NeurIPS 2023 Conformal Prediction for Federated Uncertainty Quantification Under Label Shift ICML 2023 Conformal Prediction for Time Series with Modern Hopfield Networks NeurIPS 2023 Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model NeurIPS 2023 Conformal Prediction Sets for Graph Neural Networks ICML 2023 Conformal Prediction Sets for Ordinal Classification NeurIPS 2023 Conformal Prediction with Missing Values ICML 2023 Considerations for data acquisition and modeling strategies: Mitosis detection in computational pathology MIDL 2023 Constraining Representations Yields Models That Know What They Don't Know ICLR 2023 Contextual Gaussian Process Bandits with Neural Networks NeurIPS 2023 Convex Bounds on the Softmax Function with Applications to Robustness Verification AISTATS 2023 Correction of Errors in Preference Ratings from Automated Metrics for Text Generation ACL 2023 Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking CVPR 2023 Deep Deterministic Uncertainty: A New Simple Baseline CVPR 2023 Deep Temporal Sets with Evidential Reinforced Attentions for Unique Behavioral Pattern Discovery ICML 2023