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

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

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.ML2023★ 1 cited

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

William Kengne, Modou Wade

This paper carries out sparse-penalized deep neural networks predictors for learning weakly dependent processes, with a broad class of loss functions. We deal with a general framew…

stat.ML2023

Sparse-penalized deep neural networks estimator under weak dependence

William Kengne, Modou Wade

We consider the nonparametric regression and the classification problems for -weakly dependent processes. This weak dependence structure is more general than conditions such as,…