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Disambiguation of "Sebbouh, Othmane"

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Almost sure convergence rates for Stochastic Gradient Descent and Stochastic Heavy Ball.

, , and . COLT, volume 134 of Proceedings of Machine Learning Research, page 3935-3971. PMLR, (2021)

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Othmane Aouane

 

Other publications of authors with the same name

SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation., , and . CoRR, (2020)Randomized Stochastic Gradient Descent Ascent., , and . CoRR, (2021)SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation., , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1315-1323. PMLR, (2021)Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization., , , , and . J. Optim. Theory Appl., 199 (2): 499-540 (November 2023)Towards closing the gap between the theory and practice of SVRG., , , , and . NeurIPS, page 646-656. (2019)On the convergence of the Stochastic Heavy Ball Method., , and . CoRR, (2020)Structured Transforms Across Spaces with Cost-Regularized Optimal Transport., , and . CoRR, (2023)Randomized Stochastic Gradient Descent Ascent., , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 2941-2969. PMLR, (2022)Convergence Rates of Damped Inertial Dynamics under Geometric Conditions and Perturbations., , and . SIAM J. Optim., 30 (3): 1850-1877 (2020)Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization., , , , and . CoRR, (2020)