Gaussian Process Latent Random Field
Guoqiang Zhong, Wu-Jun Li, Dit‐Yan Yeung, Xinwen Hou, Cheng‐Lin Liu · Proceedings of the AAAI Conference on Artificial Intelligence · 2010
In this paper, we propose a novel supervised extension of GPLVM, called Gaussian process latent random field (GPLRF), by enforcing the latent variables to be a Gaussian Markov random field with respect to a graph constructed from the supervisory information.