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Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees., , , , и . NeurIPS, (2022)A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection., , , , , и . CoRR, (2021)Deep Classifiers with Label Noise Modeling and Distance Awareness., , , , , , , , , и . CoRR, (2021)Reliable Graph Neural Networks for Drug Discovery Under Distributional Shift., , и . CoRR, (2021)Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic., , , , , , и . ACL (1), стр. 7631-7652. Association for Computational Linguistics, (2023)Accurate Uncertainty Estimation and Decomposition in Ensemble Learning., , , и . NeurIPS, стр. 8950-8961. (2019)Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic., , , , , , и . CoRR, (2024)Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification., , и . CoRR, (2023)Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness., , , , , и . NeurIPS, (2020)Measuring and Improving Model-Moderator Collaboration using Uncertainty Estimation., , , и . CoRR, (2021)