Celer: a Fast Solver for the Lasso with Dual Extrapolation

Mathurin Massias, Alexandre Gramfort, Joseph Salmon

Convex sparsity-inducing regularizations are ubiquitous in high-dimensional machine learning, but solving the resulting optimization problems can be slow. To accelerate solvers, st…