Othmane Sebbouh

13 papers A* 2A 3Journal 8

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	Structured Transforms Across Spaces with Cost-Regularized Optimal Transport. AISTATS Othmane Sebbouh, Marco Cuturi, Gabriel Peyré
2023	J	`jnl`	Structured Transforms Across Spaces with Cost-Regularized Optimal Transport. CoRR Othmane Sebbouh, Marco Cuturi, Gabriel Peyré
2023	J	`jnl`	Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization. J. Optim. Theory Appl. Ahmed Khaled, Othmane Sebbouh, Nicolas Loizou, Robert M. Gower, Peter Richtárik
2022	A	`conf`	Randomized Stochastic Gradient Descent Ascent. AISTATS Othmane Sebbouh, Marco Cuturi, Gabriel Peyré
2021	A*	`conf`	Almost sure convergence rates for Stochastic Gradient Descent and Stochastic Heavy Ball. COLT Othmane Sebbouh, Robert M. Gower, Aaron Defazio
2021	J	`jnl`	Randomized Stochastic Gradient Descent Ascent. CoRR Othmane Sebbouh, Marco Cuturi, Gabriel Peyré
2021	A	`conf`	SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation. AISTATS Robert M. Gower, Othmane Sebbouh, Nicolas Loizou
2020	J	`jnl`	Convergence Rates of Damped Inertial Dynamics under Geometric Conditions and Perturbations. SIAM J. Optim. Othmane Sebbouh, Charles Dossal, Aude Rondepierre
2020	J	`jnl`	On the convergence of the Stochastic Heavy Ball Method. CoRR Othmane Sebbouh, Robert M. Gower, Aaron Defazio
2020	J	`jnl`	SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation. CoRR Robert M. Gower, Othmane Sebbouh, Nicolas Loizou
2020	J	`jnl`	Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization. CoRR Ahmed Khaled, Othmane Sebbouh, Nicolas Loizou, Robert M. Gower, Peter Richtárik
2019	A*	`conf`	Towards closing the gap between the theory and practice of SVRG. NeurIPS Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis R. Bach, Robert M. Gower
2019	J	`jnl`	Towards closing the gap between the theory and practice of SVRG. CoRR Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis R. Bach, Robert M. Gower