2 citations · 3 across the 3 of their papers we have counts for
3 papers
stat.ML2013★ 2 cited
A New Monte Carlo Based Algorithm for the Gaussian Process Classification Problem
Amir F. Atiya, Hatem A. Fayed, Ahmed H. Abdel-Gawad
Gaussian process is a very promising novel technology that has been applied to both the regression problem and the classification problem. While for the regression problem it yield…
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…