Othmane Sebbouh

13 papers A* 2A 3Journal 8
YearRankTypeTitle / 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
redb/extractors/js_extractors/scripts/package.json
← Index redb/extractors/js_extractors/scripts/package.json json 
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