William Kengne

According to our database, William Kengne authored at least 8 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

Deep learning from strongly mixing observations: Sparse-penalized regularization and minimax optimality.

William Kengne, Modou Wade

J. Complex., 2026

2025

Robust deep learning from weakly dependent data.

William Kengne, Modou Wade

Neural Networks, 2025

2024

Minimax optimality of deep neural networks on dependent data via PAC-Bayes bounds.

Pierre Alquier, William Kengne

CoRR, 2024

2023

Penalized deep neural networks estimator with general loss functions under weak dependence.

William Kengne, Modou Wade

CoRR, 2023

Sparse-penalized deep neural networks estimator under weak dependence.

William Kengne, Modou Wade

CoRR, 2023

Excess risk bound for deep learning under weak dependence.

William Kengne

CoRR, 2023

Deep learning for ψ-weakly dependent processes.

William Kengne, Modou Wade

CoRR, 2023

2014

Monitoring procedure for parameter change in causal time series.

Jean-Marc Bardet, William Kengne

J. Multivar. Anal., 2014