2 papers
cs.LG2023
An Interactive Interface for Novel Class Discovery in Tabular Data
Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin +3
Novel Class Discovery (NCD) is the problem of trying to discover novel classes in an unlabeled set, given a labeled set of different but related classes. The majority of NCD method…
stat.ML2020
On the Variational Posterior of Dirichlet Process Deep Latent Gaussian Mixture Models
Amine Echraibi, Joachim Flocon-Cholet, Stéphane Gosselin +1
Thanks to the reparameterization trick, deep latent Gaussian models have shown tremendous success recently in learning latent representations. The ability to couple them however wi…