9 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 4 cited
Theory inspired deep network for instantaneous-frequency extraction and signal components recovery from discrete blind-source data
Charles K. Chui, Ningning Han, Hrushikesh N. Mhaskar
This paper is concerned with the inverse problem of recovering the unknown signal components, along with extraction of their instantaneous frequencies (IFs), governed by the adapti…
cs.LG2019★ 2 cited
Realization of spatial sparseness by deep ReLU nets with massive data
Charles K. Chui, Shao-Bo Lin, Bo Zhang +1
The great success of deep learning poses urgent challenges for understanding its working mechanism and rationality. The depth, structure, and massive size of the data are recognize…
cs.LG2016★ 9 cited
Deep nets for local manifold learning
Charles K. Chui, H. N. Mhaskar
The problem of extending a function defined on a training data on an unknown manifold to the entire manifold and a tubular neighborhood of this manif…