output
20102023
most citedTensorizing Neural Networks

604 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2011 · cs.LGShow all

2 papers · 2 filters

cs.LG2011★ 57 cited

Trace Lasso: a trace norm regularization for correlated designs

Edouard Grave, Guillaume Obozinski, Francis Bach

Using the -norm to regularize the estimation of the parameter vector of a linear model leads to an unstable estimator when covariates are highly correlated. In this paper,…

cs.LG2011★ 253 cited

Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization

Mark Schmidt, Nicolas Le Roux, Francis Bach

We consider the problem of optimizing the sum of a smooth convex function and a non-smooth convex function using proximal-gradient methods, where an error is present in the calcula…