Search Results for author: Xuanzhe Xiao

Found 1 papers, 0 papers with code

Heavy-Tailed Regularization of Weight Matrices in Deep Neural Networks

no code implementations6 Apr 2023 Xuanzhe Xiao, Zeng Li, Chuanlong Xie, Fengwei Zhou

To capitalize on this discovery, we introduce a novel regularization technique, termed Heavy-Tailed Regularization, which explicitly promotes a more heavy-tailed spectrum in the weight matrix through regularization.

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