The Dynamics of Generalization in Deep Learning
cs.LG, stat.ML
Submitted: 2025-04-23
Updated: 2026-09-08
Code: https://github.com/grasp-lyrl/effective-gram-matrix
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Generalization Error Bounds for Deep Neural Networks Trained by SGD
- Time-Independent Information-Theoretic Generalization Bounds for SGLD
- Asymptotics of Cross-Validation
- Learning Capacity: A Measure of the Effective Dimensionality of a Model
- Emergent properties of the local geometry of neural loss landscapes
- Layer Normalization
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