"No Free Lunch" in Neural Architectures? A Joint Analysis of Expressivity, Convergence, and Generalization

Wuyang Chen, Wei Huang, Zhangyang Wang. "No Free Lunch" in Neural Architectures? A Joint Analysis of Expressivity, Convergence, and Generalization. In Aleksandra Faust, Roman Garnett, Colin White, Frank Hutter, Jacob R. Gardner, editors, International Conference on Automated Machine Learning, 12-15 November 2023, Hasso Plattner Institute, Potsdam, Germany. Volume 228 of Proceedings of Machine Learning Research, PMLR, 2023. [doi]

Abstract

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