Benjamin Dubois-Taine

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 6

Top Topics

Quasi Monte Carlo

Stochastic Gradient Descent

Top Venues

Publications

Benjamin Dubois-Taine, Sharan Vaswani, Reza Babanezhad, Mark Schmidt, Simon Lacoste-Julien
SVRG meets AdaGrad: painless variance reduction. Mach. Learn. 111 (12) (2022)
Benjamin Dubois-Taine, Francis R. Bach, Quentin Berthet, Adrien B. Taylor
Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization. NeurIPS (2022)
Benjamin Dubois-Taine, Francis R. Bach, Quentin Berthet, Adrien B. Taylor
Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization. CoRR (2022)
Sharan Vaswani, Benjamin Dubois-Taine, Reza Babanezhad
Towards Noise-adaptive, Problem-adaptive (Accelerated) Stochastic Gradient Descent. ICML (2022)
Sharan Vaswani, Benjamin Dubois-Taine, Reza Babanezhad
Towards Noise-adaptive, Problem-adaptive Stochastic Gradient Descent. CoRR (2021)
Benjamin Dubois-Taine, Sharan Vaswani, Reza Babanezhad, Mark Schmidt, Simon Lacoste-Julien
SVRG Meets AdaGrad: Painless Variance Reduction. CoRR (2021)