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most citedArchitecture Induces Structural Invariant Manifolds of Neural Network Training Dynamics

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cs.LG2023

Geometry and Local Recovery of Global Minima of Two-layer Neural Networks at Overparameterization

Leyang Zhang, Yaoyu Zhang, Tao Luo

Under mild assumptions, we investigate the geometry of the loss landscape for two-layer neural networks in the vicinity of global minima. Utilizing novel techniques, we demonstrate…