Don't stop me now: How Validation Criteria Affect Checkpoint Selection and Early Stopping
cs.LG, cs.AI
Submitted: 2026-02-25
Updated: 2026-09-27
Terminology
Sources
- No bad local minima: Data independent training error guarantees for multilayer neural networks
- Local minima in training of neural networks
- Qualitatively characterizing neural network optimization problems
- A Surprising Linear Relationship Predicts Test Performance in Deep Networks
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks