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2025 ICML ICML 2025

Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines

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

Sho Sonoda, Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Architectures > Neural Networks

Keywords

universal approximation theorem closed-form expression ridgelet transform constructive group representation theory joint-group-equivariant machines
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