activity
20232026
most citedPenalized deep neural networks estimator with general loss functions under weak dependence

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

math.ST2026

Max-Stable Survival Copulas under Dependent Censoring: Sharp Identification and Efficient Inference

Djibril Gueye, Salima Helali, Modou Wade

We study dependent censoring within a generalized Cox first-hitting-time. framework based on compensator reductions. In the genuinely dependent case, we show that max-stability of…

stat.ML2026

Deep regression learning from dependent observations with minimum error entropy principle

William Kengne, Modou Wade

This paper considers nonparametric regression from strongly mixing observations. The proposed approach is based on deep neural networks with minimum error entropy (MEE) principle.…