523 citations · 643 across the 14 of their papers we have counts for
3 papers · 1 filter
Similarity Learning for Time Series Classification
Maria-Irina Nicolae, Éric Gaussier, Amaury Habrard +1
Multivariate time series naturally exist in many fields, like energy, bioinformatics, signal processing, and finance. Most of these applications need to be able to compare these st…
Theoretical Analysis of Domain Adaptation with Optimal Transport
Ievgen Redko, Amaury Habrard, Marc Sebban
Domain adaptation (DA) is an important and emerging field of machine learning that tackles the problem occurring when the distributions of training (source domain) and test (target…
Lipschitz Continuity of Mahalanobis Distances and Bilinear Forms
Valentina Zantedeschi, Rémi Emonet, Marc Sebban
Many theoretical results in the machine learning domain stand only for functions that are Lipschitz continuous. Lipschitz continuity is a strong form of continuity that linearly bo…