2 papers
stat.ML2026
Clusterpath Gaussian Graphical Modeling
D. J. W. Touw, A. Alfons, P. J. F. Groenen +1
Graphical models serve as effective tools for visualizing conditional dependencies between variables. However, as the number of variables grows, interpretation becomes increasingly…
stat.ML2024
Classifier Chain Networks for Multi-Label Classification
Daniel J. W. Touw, Michel van de Velden
The classifier chain is a widely used method for analyzing multi-labeled data sets. In this study, we introduce a generalization of the classifier chain: the classifier chain netwo…