Complexity Dependent Error Rates for Physics-informed Statistical Learning via the Small-ball Method
stat.ML, cs.LG, math.ST, stat.TH
Submitted: 2025-10-27
Updated: 2026-10-12
Terminology
Related papers
- Behavior of prediction performance metrics with rare events
- Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs
- A Posterior-Dynamics Framework for Imaging Inverse Problems with Pretrained Diffusion Priors
- Efficient quadratic entropy with distance sketches
- One Permutation Is All You Need: Fast, Deterministic Feature Importance and Model Stress-Testing
- Online Conformal Prediction for Non-Exchangeable Panel Data