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Uncertainty Quantification

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TitleStatusHype
Ablation Studies for Novel Treatment Effect Estimation Models—0
A Bulirsch-Stoer algorithm using Gaussian processes—0
Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics—0
CATPlan: Loss-based Collision Prediction in End-to-End Autonomous Driving—0
Causal Bayesian Optimization—0
Causal Estimation for Text Data with (Apparent) Overlap Violations—0
Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction—0
Center-fixing of tropical cyclones using uncertainty-aware deep learning applied to high-temporal-resolution geostationary satellite imagery—0
Centroid Approximation for Bootstrap: Improving Particle Quality at Inference—0
A robustness measure for singular point and index estimation in discretized orientation and vector fields—0
Certified and fast computations with shallow covariance kernels—0
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems—0
A Consistency-Based Loss for Deep Odometry Through Uncertainty Propagation—0
Advances in Surrogate Modeling for Biological Agent-Based Simulations: Trends, Challenges, and Future Prospects—0
Characterising User Transfer Amid Industrial Resource Variation: A Bayesian Nonparametric Approach—0
A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness—0
Clarifying Trust of Materials Property Predictions using Neural Networks with Distribution-Specific Uncertainty Quantification—0
B-LSTM-MIONet: Bayesian LSTM-based Neural Operators for Learning the Response of Complex Dynamical Systems to Length-Variant Multiple Input Functions—0
Uncertainty-aware multi-fidelity surrogate modeling with noisy data—0
A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval—0
Black-box Uncertainty Quantification Method for LLM-as-a-Judge—0
Bivariate DeepKriging for Large-scale Spatial Interpolation of Wind Fields—0
Approximately Piecewise E(3) Equivariant Point Networks—0
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion—0
Conformal Prediction for Natural Language Processing: A Survey—0
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