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Othmane Sebbouh
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2020 – today
- 2024
- [c5]Othmane Sebbouh, Marco Cuturi, Gabriel Peyré:
Structured Transforms Across Spaces with Cost-Regularized Optimal Transport. AISTATS 2024: 586-594 - 2023
- [j2]Ahmed Khaled, Othmane Sebbouh, Nicolas Loizou, Robert M. Gower, Peter Richtárik:
Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization. J. Optim. Theory Appl. 199(2): 499-540 (2023) - [i6]Othmane Sebbouh, Marco Cuturi, Gabriel Peyré:
Structured Transforms Across Spaces with Cost-Regularized Optimal Transport. CoRR abs/2311.05788 (2023) - 2022
- [c4]Othmane Sebbouh, Marco Cuturi, Gabriel Peyré:
Randomized Stochastic Gradient Descent Ascent. AISTATS 2022: 2941-2969 - 2021
- [c3]Robert M. Gower, Othmane Sebbouh, Nicolas Loizou:
SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation. AISTATS 2021: 1315-1323 - [c2]Othmane Sebbouh, Robert M. Gower, Aaron Defazio:
Almost sure convergence rates for Stochastic Gradient Descent and Stochastic Heavy Ball. COLT 2021: 3935-3971 - [i5]Othmane Sebbouh, Marco Cuturi, Gabriel Peyré:
Randomized Stochastic Gradient Descent Ascent. CoRR abs/2111.13162 (2021) - 2020
- [j1]Othmane Sebbouh, Charles Dossal, Aude Rondepierre:
Convergence Rates of Damped Inertial Dynamics under Geometric Conditions and Perturbations. SIAM J. Optim. 30(3): 1850-1877 (2020) - [i4]Othmane Sebbouh, Robert M. Gower, Aaron Defazio:
On the convergence of the Stochastic Heavy Ball Method. CoRR abs/2006.07867 (2020) - [i3]Robert M. Gower, Othmane Sebbouh, Nicolas Loizou:
SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation. CoRR abs/2006.10311 (2020) - [i2]Ahmed Khaled, Othmane Sebbouh, Nicolas Loizou, Robert M. Gower, Peter Richtárik:
Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization. CoRR abs/2006.11573 (2020)
2010 – 2019
- 2019
- [c1]Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis R. Bach, Robert M. Gower:
Towards closing the gap between the theory and practice of SVRG. NeurIPS 2019: 646-656 - [i1]Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis R. Bach, Robert M. Gower:
Towards closing the gap between the theory and practice of SVRG. CoRR abs/1908.02725 (2019)
Coauthor Index
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