Network size and size of the weights in memorization with two-layers neural networks

Sébastien Bubeck, Ronen Eldan, Yin Tat Lee, Dan Mikulincer. Network size and size of the weights in memorization with two-layers neural networks. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Authors

Sébastien Bubeck

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Ronen Eldan

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Yin Tat Lee

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Dan Mikulincer

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