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

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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…

math.ST2025

A general framework for deep learning

William Kengne, Modou Wade

This paper develops a general approach for deep learning for a setting that includes nonparametric regression and classification. We perform a framework from data that fulfills a g…