William Kengne

According to our database, William Kengne authored at least 7 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of seven.
• Erdős number of six.

2024

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

William Kengne, Modou Wade

CoRR, 2024

Robust deep learning from weakly dependent data.

William Kengne, Modou Wade

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