Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility

Hoil Lee, Fadhel Ayed, Paul Jung, Juho Lee 0001, Hongseok Yang, Francois Caron. Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility. Journal of Machine Learning Research, 24, 2023. [doi]

Abstract

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