Poster "two-layer neural networks" Papers

6 papers found

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A duality framework for analyzing random feature and two-layer neural networks

Hongrui Chen, Jihao Long, Lei Wu

NEURIPS 2025arXiv:2305.05642
2
citations

Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure

Samet Demir, Zafer Dogan

ICLR 2025arXiv:2503.00856
3
citations

A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks

Behrad Moniri, Donghwan Lee, Hamed Hassani et al.

ICML 2024arXiv:2310.07891
35
citations

Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective

Shokichi Takakura, Taiji Suzuki

ICML 2024arXiv:2403.14917
8
citations

Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks

Liam Collins, Hamed Hassani, Mahdi Soltanolkotabi et al.

ICML 2024arXiv:2307.06887
13
citations

Simplicity Bias via Global Convergence of Sharpness Minimization

Khashayar Gatmiry, Zhiyuan Li, Sashank J. Reddi et al.

ICML 2024arXiv:2410.16401
3
citations