Publications

Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization

Benjamin Dubois-Taine, Francis Bach, Quentin Berthet, Adrien Taylor, arXiv, 2022. [pdf]


Towards Noise-adaptive, Problem-adaptive Stochastic Gradient Descent

Sharan Vaswani, Benjamin Dubois-Taine, Reza Babanezhad, ICML (Long Presentation), 2022. [pdf]


SVRG meets AdaGrad: Painless Variance Reduction

Benjamin Dubois-Taine*, Sharan Vaswani*, Reza Babanezhad, Mark Schmidt, Simon Lacoste-Julien, arXiv, 2021. [pdf][code]