Sebbouh, Othmane

5 publications

AISTATS 2024 Structured Transforms Across Spaces with Cost-Regularized Optimal Transport Othmane Sebbouh, Marco Cuturi, Gabriel Peyré

AISTATS 2022 Randomized Stochastic Gradient Descent Ascent Othmane Sebbouh, Marco Cuturi, Gabriel Peyré

AISTATS 2021 SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation Robert Gower, Othmane Sebbouh, Nicolas Loizou

COLT 2021 Almost Sure Convergence Rates for Stochastic Gradient Descent and Stochastic Heavy Ball Othmane Sebbouh, Robert M Gower, Aaron Defazio

NeurIPS 2019 Towards Closing the Gap Between the Theory and Practice of SVRG Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis Bach, Robert Gower