"shallow neural networks" 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 2025arXiv:2504.19983
17
citations

Loss Landscape of Shallow ReLU-like Neural Networks: Stationary Points, Saddle Escape, and Network Embedding

Frank Zhengqing Wu, Berfin Simsek, François Ged

ICLR 2025arXiv:2402.05626
2
citations

Can Implicit Bias Imply Adversarial Robustness?

Hancheng Min, Rene Vidal

ICML 2024arXiv:2405.15942
5
citations