Boustany, Ryan

4 publications

TMLR 2025 A Second-Order-like Optimizer with Adaptive Gradient Scaling for Deep Learning Jerome Bolte, Ryan Boustany, Edouard Pauwels, Andrei Purica

NeurIPS 2025 When Majority Rules, Minority Loses: Bias Amplification of Gradient Descent François Bachoc, Jerome Bolte, Ryan Boustany, Jean-Michel Loubes

TMLR 2024 On the Numerical Reliability of Nonsmooth Autodiff: A MaxPool Case Study Ryan Boustany

ICLR 2023 On the Complexity of Nonsmooth Automatic Differentiation Jerome Bolte, Ryan Boustany, Edouard Pauwels, Béatrice Pesquet-Popescu