Benjamin Dubois-Taine

According to our database, Benjamin Dubois-Taine authored at least 4 papers between 2021 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

SVRG meets AdaGrad: painless variance reduction.

Benjamin Dubois-Taine, Sharan Vaswani, Reza Babanezhad, Mark Schmidt, Simon Lacoste-Julien

Mach. Learn., 2022

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

Benjamin Dubois-Taine, Francis R. Bach, Quentin Berthet, Adrien B. Taylor

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Noise-adaptive, Problem-adaptive (Accelerated) Stochastic Gradient Descent.

Sharan Vaswani, Benjamin Dubois-Taine, Reza Babanezhad

Proceedings of the International Conference on Machine Learning, 2022

2021

Towards Noise-adaptive, Problem-adaptive Stochastic Gradient Descent.

Sharan Vaswani, Benjamin Dubois-Taine, Reza Babanezhad

CoRR, 2021