How Many Samples are Needed to Estimate a Convolutional Neural Network?

Simon S. Du, Yining Wang, Xiyu Zhai, Sivaraman Balakrishnan, Russ R. Salakhutdinov, Aarti Singh

Feb-12-2026, 03:19:25 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

arxiv preprint arxiv, convolutional filter, neural network, (8 more...)

Neural Information Processing Systems

Feb-12-2026, 03:19:25 GMT

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How Many Samples are Needed to Estimate a Convolutional Neural Network?

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