Defining Neural Network Architecture through Polytope Structures of Datasets

Sangmin Lee; Abbas Mammadov; Jong Chul Ye

2024 ICML ICML 2024

Defining Neural Network Architecture through Polytope Structures of Datasets

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

Sangmin Lee, Abbas Mammadov, Jong Chul Ye

Topics

Machine Learning > Optimization & Theory > Learning Theory Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Neural Networks

Keywords

simplicial complexes algorithm neural network width dataset faces manifold shapes polytope structure

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