44 citations · 132 across the 5 of their papers we have counts for
3 papers · 1 filter
Semidefinite and Spectral Relaxations for Multi-Label Classification
Rémi Lajugie, Piotr Bojanowski, Sylvain Arlot +1
In this paper, we address the problem of multi-label classification. We consider linear classifiers and propose to learn a prior over the space of labels to directly leverage the p…
Metric Learning for Temporal Sequence Alignment
Damien Garreau, Rémi Lajugie, Sylvain Arlot +1
In this paper, we propose to learn a Mahalanobis distance to perform alignment of multivariate time series. The learning examples for this task are time series for which the true a…
Large-Margin Metric Learning for Partitioning Problems
Rémi Lajugie, Sylvain Arlot, Francis Bach
In this paper, we consider unsupervised partitioning problems, such as clustering, image segmentation, video segmentation and other change-point detection problems. We focus on par…