Nonconvex sparse regularization for deep neural networks and its optimality

26 March 2020

Papers citing "Nonconvex sparse regularization for deep neural networks and its optimality"

5 / 5 papers shown

Title
Statistical learning by sparse deep neural networks Felix Abramovich BDL 24 1 0 15 Nov 2023
Sparse-penalized deep neural networks estimator under weak dependence William Kengne Modou Wade 24 6 0 02 Mar 2023
Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption Lihu Xu Fang Yao Qiuran Yao Huiming Zhang 38 10 0 10 Jan 2022
Drift estimation for a multi-dimensional diffusion process using deep neural networks Akihiro Oga Yuta Koike DiffM 21 5 0 26 Dec 2021
$Function approximation by deep neural networks with parameters $\{0,\pm \frac{1}{2}, \pm 1, 2\}$$ Function approximation by deep neural networks with parameters $\{0,\pm \frac{1}{2}, \pm 1, 2\}$ A. Beknazaryan 18 5 0 15 Mar 2021