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arXiv stat.ML · Papers

Statistical Properties of Training & Generalization

arXiv:2606.20299v2 Announce Type: replace Abstract: Deep learning has managed to evade numerous intuitions from classical statistics to achieve unprecedented performance on a number of real-world tasks. In this article, we investigate the key features and surprises of deep learning from a physics-informed perspective,