3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.LG2015
From Cutting Planes Algorithms to Compression Schemes and Active Learning
Liva Ralaivola, Ugo Louche
Cutting-plane methods are well-studied localization(and optimization) algorithms. We show that they provide a natural framework to perform machinelearning ---and not just to solve…
cs.LG2015★ 3 cited
Unconfused ultraconservative multiclass algorithms
Ugo Louche, Liva Ralaivola
We tackle the problem of learning linear classifiers from noisy datasets in a multiclass setting. The two-class version of this problem was studied a few years ago where the propos…
cs.LG2014
Unconfused Ultraconservative Multiclass Algorithms
Ugo Louche, Liva Ralaivola
We tackle the problem of learning linear classifiers from noisy datasets in a multiclass setting. The two-class version of this problem was studied a few years ago by, e.g. Bylande…