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most citedArchitecture Induces Structural Invariant Manifolds of Neural Network Training Dynamics

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cs.LG2024

Geometry of Critical Sets and Existence of Saddle Branches for Two-layer Neural Networks

Leyang Zhang, Yaoyu Zhang, Tao Luo

This paper presents a comprehensive analysis of critical point sets in two-layer neural networks. To study such complex entities, we introduce the critical embedding operator and c…