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20092013
most citedA New Monte Carlo Based Algorithm for the Gaussian Process Classification Problem

2 citations · 3 across the 3 of their papers we have counts for

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cs.LG2012★ 1 cited

Sparse-posterior Gaussian Processes for general likelihoods

Yuan, Qi, Ahmed H. Abdel-Gawad +1

Gaussian processes (GPs) provide a probabilistic nonparametric representation of functions in regression, classification, and other problems. Unfortunately, exact learning with GPs…

cs.LG2009

Variable sigma Gaussian processes: An expectation propagation perspective

Yuan Qi, Ahmed H. Abdel-Gawad, Thomas P. Minka

Gaussian processes (GPs) provide a probabilistic nonparametric representation of functions in regression, classification, and other problems. Unfortunately, exact learning with GPs…