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2025 ICML ICML 2025

Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Yuanzhe Hu, Kinshuk Goel, Vlad Killiakov, Yaoqing Yang

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Neural Networks

Keywords

aspect ratio eigenspectrum empirical spectral densities farms heavytailness layer-wise hyperparameter assignment
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