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most citedThe Training Process of Many Deep Networks Explores the Same Low-Dimensional Manifold

11 citations · 15 across the 5 of their papers we have counts for

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cs.LG2025

The Dynamics of Generalization in Deep Learning

Rubing Yang, Pratik Chaudhari

We derive a differential equation that governs the evolution of the generalization gap when a model is trained by gradient descent-based methods. This differential equation is driv…