Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers

Zeyuan Allen-Zhu, Yuanzhi Li, Yingyu Liang

Feb-12-2026, 09:22:12 GMT–Neural Information Processing Systems

The fundamental learning theory behind neural networks remains largely open. What classes of functions can neural networks actually learn?

artificial intelligence, machine learning, neural network, (18 more...)

Neural Information Processing Systems

Feb-12-2026, 09:22:12 GMT

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