Excess risk bound for deep learning under weak dependence

15 February 2023

Papers citing "Excess risk bound for deep learning under weak dependence"

5 / 5 papers shown

Title
Minimax optimality of deep neural networks on dependent data via PAC-Bayes bounds Pierre Alquier William Kengne 89 0 0 29 Oct 2024
Deep learning from strongly mixing observations: Sparse-penalized regularization and minimax optimality William Kengne Modou Wade 66 1 0 12 Jun 2024
Robust deep learning from weakly dependent data William Kengne Modou Wade OOD 76 2 0 08 May 2024
Penalized deep neural networks estimator with general loss functions under weak dependence William Kengne Modou Wade 66 2 0 10 May 2023
Sparse-penalized deep neural networks estimator under weak dependence William Kengne Modou Wade 64 6 0 02 Mar 2023