12 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 5 cited
On Convergence-Diagnostic based Step Sizes for Stochastic Gradient Descent
Scott Pesme, Aymeric Dieuleveut, Nicolas Flammarion
Constant step-size Stochastic Gradient Descent exhibits two phases: a transient phase during which iterates make fast progress towards the optimum, followed by a stationary phase d…
cs.LG2020★ 12 cited
Online Robust Regression via SGD on the l1 loss
Scott Pesme, Nicolas Flammarion
We consider the robust linear regression problem in the online setting where we have access to the data in a streaming manner, one data point after the other. More specifically, fo…