QEP Latent Variable Models

In QPyTorch, we can fit latent variable models based on q-exponential processes. See the Q-Exponential Latent Variable Model (QEP-LVM) for example. Interestingly, QEP-LVM learns latent representations regularized by the parameter \(q>0\): smaller \(q\) leads to more compact latent representation. Check this QEP-LVM regularizes latent representations notebook.