146 citations · 216 across the 8 of their papers we have counts for
3 papers · 1 filter
LCE: An Augmented Combination of Bagging and Boosting in Python
Kevin Fauvel, Élisa Fromont, Véronique Masson +2
lcensemble is a high-performing, scalable and user-friendly Python package for the general tasks of classification and regression. The package implements Local Cascade Ensemble (LC…
Generating robust counterfactual explanations
Victor Guyomard, Françoise Fessant, Thomas Guyet +2
Counterfactual explanations have become a mainstay of the XAI field. This particularly intuitive statement allows the user to understand what small but necessary changes would have…
Persistence-Based Discretization for Learning Discrete Event Systems from Time Series
Lénaïg Cornanguer, Christine Largouët, Laurence Rozé +1
To get a good understanding of a dynamical system, it is convenient to have an interpretable and versatile model of it. Timed discrete event systems are a kind of model that respon…