"activation function analysis" Papers

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Emergence and scaling laws in SGD learning of shallow neural networks

Yunwei Ren, Eshaan Nichani, Denny Wu et al.

NEURIPS 2025posterarXiv:2504.19983
15
citations

SAD Neural Networks: Divergent Gradient Flows and Asymptotic Optimality via o-minimal Structures

Julian Kranz, Davide Gallon, Steffen Dereich et al.

NEURIPS 2025posterarXiv:2505.09572
3
citations

How Spurious Features are Memorized: Precise Analysis for Random and NTK Features

Simone Bombari, Marco Mondelli

ICML 2024posterarXiv:2305.12100