🎲 Uncertainty - tfriedel · Scour

Spatial Model Selection and Uncertainty Quantification: Comparing Continuous and Discrete Wound Healing Models

🛰️Geospatial AI Academic

Conformal Risk-Averse Decision Making with Action Conditional Guarantee

🏷️Label Noise Academic

Inference-Time Conformal Reasoning with Valid Factuality Control for Large Language Models

🧠LLMs Academic

Dual Feature Decoupling for Fine-Grained OOD Detection

📊OOD Detection Academic

Predicting Current Outcomes From Historical Survey Data With Weighted Conformal Prediction

📊OOD Detection Academic

Profile Bayesian Optimization for Expensive Computer Experiments

⚙️MLOps Academic

Improving PET/CT-Based Whole-Body Lesion Segmentation Using Prediction Uncertainty-Augmented Models

📊OOD Detection Academic

Are you sure? A Comprehensive and Comprehensible Survey of Uncertainty Quantification in Symbolic Regression

⚙️MLOps Academic

Online Shift Detection and Conformal Adaptation for Deployed Safety Classifiers

📊OOD Detection Academic

SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration

📊OOD Detection Academic

How Low Can You Go? Active Learning for Sparse Model Discovery in the Ultra-Low-Data Limit

📊OOD Detection Academic

MAAM: Anchor-Preserving Compression and Contextual Calibration for Chinese Discriminatory Language Detection

✍️Prompt Engineering Academic

GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection

🖼️Multimodal AI Academic

Data augmented bootstrap: Unifying confidence interval construction by approximate invariance

📊OOD Detection Academic

Remember with Confidence: Uncertainty Quantification for Spatio-temporal Memory with Probabilistic Guarantees

🖼️Multimodal AI Academic

UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning

🔌MCP Academic

Architecture-Adaptive Uncertainty Fusion for Deepfake Detection

🏷️Label Noise Academic

Conformal Risk Prediction for Non-Alcoholic Fatty Liver Disease Using Gradient Boosting with Distribution-Free Coverages

⚙️MLOps Academic

Generalized TV--$\ell_p$ Structured Priors for Bayesian $T_1$ Mapping

🛰️Geospatial AI Academic

ReflectiChain: Epistemic Grounding in LLM-Driven World Models for Supply Chain Resilience

📊OOD Detection Academic

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