Warped Gaussian Processes. - Edward Lloyd Snelson; Carl Edward Rasmussen; Zoubin Ghahramani (NIPS, 2003)

Compact approximations to Bayesian predictive distributions. - Edward Lloyd Snelson; Zoubin Ghahramani (ICML, 2005)

A Pragmatic Bayesian Approach to Predictive Uncertainty. - Iain Murray 001; Edward Lloyd Snelson (MLCW, 2005)

Sparse Gaussian Processes using Pseudo-inputs. - Edward Lloyd Snelson; Zoubin Ghahramani (NIPS, 2005)

Variable Noise and Dimensionality Reduction for Sparse Gaussian processes. - Edward Lloyd Snelson; Zoubin Ghahramani (UAI, 2006)

Local and global sparse Gaussian process approximations. - Edward Lloyd Snelson; Zoubin Ghahramani (AISTATS, 2007)

Flexible and efficient Gaussian process models for machine learning. - Edward Lloyd Snelson (2007)

Learning to rank with SoftRank and Gaussian processes. - John Guiver; Edward Lloyd Snelson (SIGIR, 2008)

Bayesian inference for Plackett-Luce ranking models. - John Guiver; Edward Lloyd Snelson (ICML, 2009)

De-Layering Social Networks by Shared Tastes of Friendships. - Laura Dietz; Ben Gamari; John Guiver; Edward Lloyd Snelson; Ralf Herbrich (ICWSM, 2012)