ICML 2024 "over-parameterized networks" Papers

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How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers

Gon Buzaglo, Itamar Harel, Mor Shpigel Nacson et al.

ICML 2024spotlightarXiv:2402.06323

Memorization Through the Lens of Curvature of Loss Function Around Samples

Isha Garg, Deepak Ravikumar, Kaushik Roy

ICML 2024spotlightarXiv:2307.05831

When Will Gradient Regularization Be Harmful?

Yang Zhao, Hao Zhang, Xiuyuan Hu

ICML 2024posterarXiv:2406.09723