Sparse-penalized deep neural networks estimator under weak dependence

2 March 2023

Papers citing "Sparse-penalized deep neural networks estimator under weak dependence"

6 / 6 papers shown

Title
Minimax optimality of deep neural networks on dependent data via PAC-Bayes bounds Pierre Alquier William Kengne 34 0 0 29 Oct 2024
Deep learning from strongly mixing observations: Sparse-penalized regularization and minimax optimality William Kengne Modou Wade 40 1 0 12 Jun 2024
Robust deep learning from weakly dependent data William Kengne Modou Wade OOD 46 2 0 08 May 2024
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD Yijun Wan Melih Barsbey Milad Sefidgaran Umut Simsekli 38 1 0 13 Jun 2023
Penalized deep neural networks estimator with general loss functions under weak dependence William Kengne Modou Wade 24 2 0 10 May 2023
Statistical learning for $ψ$ -weakly dependent processes Mamadou Lamine Diop William Kengne 31 5 0 30 Sep 2022