ICML "implicit regularization" Papers

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Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks

Zach Robertson, Sanmi Koyejo

ICML 2024posterarXiv:2306.01870

Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective

Shokichi Takakura, Taiji Suzuki

ICML 2024posterarXiv:2403.14917

On the Implicit Bias of Adam

Matias Cattaneo, Jason Klusowski, Boris Shigida

ICML 2024posterarXiv:2309.00079

The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective

Chi-Heng Lin, Chiraag Kaushik, Eva Dyer et al.

ICML 2024posterarXiv:2210.05021