Preventing Model Collapse in Gaussian Process Latent Variable Models

Ying Li, Zhidi Lin, Feng Yin +1

Gaussian process latent variable models (GPLVMs) are a versatile family of unsupervised learning models commonly used for dimensionality reduction. However, common challenges in mo…