Regularization Matters: Generalization and Optimization of Neural Nets
v.s. their Induced Kernel
C. Wei, J. Lee, Q. Liu, and T. Ma. (2018)cite arxiv:1810.05369Comment: version 2: title changed from originally Ön the Margin Theory of Feedforward Neural Networks". Substantial changes from old version of paper, including a new lower bound on NTK sample complexity version 3: reorganized NTK lower bound proof.
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