Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks

Jialin Zhao; Yingtao Zhang; Xinghang Li; Huaping Liu; Carlo Vittorio Cannistraci

2025 ICML ICML 2025

Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks

Abstract

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Authors

Jialin Zhao, Yingtao Zhang, Xinghang Li, Huaping Liu, Carlo Vittorio Cannistraci

Topics

Deep Learning > Architectures > Neural Networks Deep Learning > Techniques > Pretraining

Keywords

singular value decomposition hyperbolic neural network multinomial sampling euclidean neural network perplexity sparse spectral training

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