no code implementations • 6 May 2024 • Zhiyao Tan, Ling Zhou, Huazhen Lin
In particular, we first provide both theoretical and practical evidence to validate the existence of an optimal input dimension (OID) that minimizes the generalization error.
Dimensionality Reduction