Deep learning for ψ-weakly dependent processes. - William Kengne; Modou Wade (CoRR, 2023)

Sparse-penalized deep neural networks estimator under weak dependence. - William Kengne; Modou Wade (CoRR, 2023)

Penalized deep neural networks estimator with general loss functions under weak dependence. - William Kengne; Modou Wade (CoRR, 2023)

Robust deep learning from weakly dependent data. - William Kengne; Modou Wade (Neural Networks, 2025)

Deep learning from strongly mixing observations: Sparse-penalized regularization and minimax optimality. - William Kengne; Modou Wade (J. Complex., 2026)