Search Results for author: Daniel D Lee

Found 1 papers, 0 papers with code

A theory of learning with constrained weight-distribution

no code implementations14 Jun 2022 Weishun Zhong, Ben Sorscher, Daniel D Lee, Haim Sompolinsky

Our theory predicts that the reduction in capacity due to the constrained weight-distribution is related to the Wasserstein distance between the imposed distribution and that of the standard normal distribution.

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