no code implementations • NeurIPS 2012 • Emtiyaz Khan, Shakir Mohamed, Kevin P. Murphy
We present a new variational inference algorithm for Gaussian processes with non-conjugate likelihood functions.
no code implementations • NeurIPS 2009 • Baback Moghaddam, Emtiyaz Khan, Kevin P. Murphy, Benjamin M. Marlin
In this paper we make several contributions towards accelerating approximate Bayesian structural inference for non-decomposable GGMs.