Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM)

Mijung Park, Wittawat Jitkrittum, Ahmad Qamar +3

We introduce the Locally Linear Latent Variable Model (LL-LVM), a probabilistic model for non-linear manifold discovery that describes a joint distribution over observations, their…