Search Results for author: Yimin Zhong

Found 2 papers, 0 papers with code

Robustness of the data-driven approach in limited angle tomography

no code implementations17 Mar 2024 Yiran Wang, Yimin Zhong

The limited angle Radon transform is notoriously difficult to invert due to the ill-posedness.

Why Shallow Networks Struggle with Approximating and Learning High Frequency: A Numerical Study

no code implementations29 Jun 2023 Shijun Zhang, Hongkai Zhao, Yimin Zhong, Haomin Zhou

In this work, a comprehensive numerical study involving analysis and experiments shows why a two-layer neural network has difficulties handling high frequencies in approximation and learning when machine precision and computation cost are important factors in real practice.

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