A Unified Probabilistic Model for Learning Latent Factors and Their Connectivities from High-Dimensional Data

Ricardo Pio Monti, Aapo Hyvärinen

Connectivity estimation is challenging in the context of high-dimensional data. A useful preprocessing step is to group variables into clusters, however, it is not always clear how…