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Uncertainty Quantification

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TitleStatusHype
Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections—0
Building Conformal Prediction Intervals with Approximate Message PassingCode0
Semiparametric Bayesian Inference for a Conditional Moment Equality Model—0
High-Fidelity Transfer of Functional Priors for Wide Bayesian Neural Networks by Learning ActivationsCode0
Ablation Studies for Novel Treatment Effect Estimation Models—0
Learning signals defined on graphs with optimal transport and Gaussian process regression—0
Bayesian Concept Bottleneck Models with LLM PriorsCode0
Conditional Uncertainty Quantification for Tensorized Topological Neural Networks—0
Conditional Prediction ROC Bands for Graph ClassificationCode0
Debiasing Mini-Batch Quadratics for Applications in Deep Learning—0
A Statistical Machine Learning Approach for Adapting Reduced-Order Models using Projected Gaussian Process—0
Spectral Representations for Accurate Causal Uncertainty Quantification with Gaussian ProcessesCode0
Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning—0
A Hybrid Feature Fusion Deep Learning Framework for Leukemia Cancer Detection in Microscopic Blood Sample Using Gated Recurrent Unit and Uncertainty Quantification—0
MultiOrg: A Multi-rater Organoid-detection Dataset—0
Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information—0
Artificial Kuramoto Oscillatory NeuronsCode2
Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation—0
Generative Conformal Prediction with Vectorized Non-Conformity Scores—0
Supervised Kernel ThinningCode0
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning—0
LLM Confidence Evaluation Measures in Zero-Shot CSS Classification—0
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion—0
Transfer Learning on Multi-Dimensional Data: A Novel Approach to Neural Network-Based Surrogate Modeling—0
System-Level Analysis of Module Uncertainty Quantification in the Autonomy Pipeline—0
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