uncertainty quantification

Differentiable and Stable Long-Range Tracking of Multiple Posterior Modes NeurIPS 2023 Distance-to-Set Priors and Constrained Bayesian Inference AISTATS 2023 Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods NeurIPS 2023 Distribution Free Prediction Sets for Node Classification ICML 2023 Diversity-enhanced probabilistic ensemble for uncertainty estimation UAI 2023 Do Large Language Models Know What They Don’t Know? ACL 2023 Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection AAAI 2023 dugMatting: Decomposed-Uncertainty-Guided Matting ICML 2023 Effective Bayesian Heteroscedastic Regression with Deep Neural Networks NeurIPS 2023 Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks NeurIPS 2023 E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition ACL 2023 Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments ICML 2023 Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus EMNLP 2023 Equal Opportunity of Coverage in Fair Regression NeurIPS 2023 Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics NeurIPS 2023 Estimating Causal Effects using a Multi-task Deep Ensemble ICML 2023 Estimating Regression Predictive Distributions with Sample Networks AAAI 2023 Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression ACL 2023 Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling MIDL 2023 Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts NeurIPS 2023 Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis MIDL 2023 Evaluating the Moral Beliefs Encoded in LLMs NeurIPS 2023 Event Temporal Relation Extraction with Bayesian Translational Model EACL 2023 Evidential Conditional Neural Processes AAAI 2023 Expectation consistency for calibration of neural networks UAI 2023