2 papers
cs.LG2024
Constructing Variables Using Classifiers as an Aid to Regression: An Empirical Assessment
Colin Troisemaine, Vincent Lemaire
This paper proposes a method for the automatic creation of variables (in the case of regression) that complement the information contained in the initial input vector. The method w…
cs.LG2023
A Practical Approach to Novel Class Discovery in Tabular Data
Colin Troisemaine, Alexandre Reiffers-Masson, Stéphane Gosselin +2
The problem of Novel Class Discovery (NCD) consists in extracting knowledge from a labeled set of known classes to accurately partition an unlabeled set of novel classes. While NCD…