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Uncertainty Quantification

Papers

Showing 1120 of 2366 papers

TitleStatusHype
Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace InferenceCode0
Forecasting Geopolitical Events with a Sparse Temporal Fusion Transformer and Gaussian Process Hybrid: A Case Study in Middle Eastern and U.S. Conflict Dynamics0
Latent-space Field Tension for Astrophysical Component Detection An application to X-ray imaging0
Uncertainty-Aware Machine-Learning Framework for Predicting Dislocation Plasticity and Stress-Strain Response in FCC Alloys0
Structural System Identification via Validation and Adaptation0
COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees0
When Can We Reuse a Calibration Set for Multiple Conformal Predictions?0
Consensus-Driven Uncertainty for Robotic Grasping based on RGB PerceptionCode0
A Framework for Uncertainty Quantification Based on Nearest Neighbors Across Layers0
GNN's Uncertainty Quantification using Self-DistillationCode0
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