"non-linear functions" Papers

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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

Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context

Xiang Cheng, Yuxin Chen, Suvrit Sra

ICML 2024arXiv:2312.06528
63
citations