"two-layer networks" Papers

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A Minimalist Example of Edge-of-Stability and Progressive Sharpening

Liming Liu, Zixuan Zhang, Simon Du et al.

NEURIPS 2025arXiv:2503.02809
1
citations

Asymptotics of feature learning in two-layer networks after one gradient-step

Hugo Cui, Luca Pesce, Yatin Dandi et al.

ICML 2024spotlightarXiv:2402.04980
26
citations

Benign Overfitting in Adversarial Training of Neural Networks

Yunjuan Wang, Kaibo Zhang, Raman Arora

ICML 2024

Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data

Nikita Tsoy, Nikola Konstantinov

ICML 2024arXiv:2405.17299
11
citations

The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents

Yatin Dandi, Emanuele Troiani, Luca Arnaboldi et al.

ICML 2024arXiv:2402.03220
39
citations

Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks

Stefano Mannelli, Yaraslau Ivashynka, Andrew Saxe et al.

ICML 2024arXiv:2406.01589
9
citations