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20172024
most citedMeta-SGD: Learning to Learn Quickly for Few-Shot Learning

849 citations · 1k across the 18 of their papers we have counts for

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stat.ML2023

Heavy-Tailed Regularization of Weight Matrices in Deep Neural Networks

Xuanzhe Xiao, Zeng Li, Chuanlong Xie +1

Unraveling the reasons behind the remarkable success and exceptional generalization capabilities of deep neural networks presents a formidable challenge. Recent insights from rando…