AAAI Publications, Twenty-Fourth AAAI Conference on Artificial Intelligence

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Gaussian Process Latent Random Field
Guoqiang Zhong, Wu-Jun Li, Dit-Yan Yeung, Xinwen Hou, Cheng-Lin Liu

Last modified: 2010-07-03

Abstract


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.

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