136 citations · 211 across the 14 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
stat.ML2020★ 10 cited
Partial Optimal Transport with Applications on Positive-Unlabeled Learning
Laetitia Chapel, Mokhtar Z. Alaya, Gilles Gasso
Classical optimal transport problem seeks a transportation map that preserves the total mass betwenn two probability distributions, requiring their mass to be the same. This may be…
stat.ML2020★ 8 cited
Time Series Alignment with Global Invariances
Titouan Vayer, Romain Tavenard, Laetitia Chapel +3
Multivariate time series are ubiquitous objects in signal processing. Measuring a distance or similarity between two such objects is of prime interest in a variety of applications,…