37 citations · 37 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Feature Attribution from First Principles
Magamed Taimeskhanov, Damien Garreau
Feature attribution methods are a popular approach to explain the behavior of machine learning models. They assign importance scores to each input feature, quantifying their influe…
cs.CL2023
On the Robustness of Text Vectorizers
Rémi Catellier, Samuel Vaiter, Damien Garreau
A fundamental issue in machine learning is the robustness of the model with respect to changes in the input. In natural language processing, models typically contain a first embedd…
cs.LG2014★ 37 cited
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…