Edward Lloyd Snelson

According to our database, Edward Lloyd Snelson authored at least 10 papers between 2003 and 2012.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2012

De-Layering Social Networks by Shared Tastes of Friendships.

Laura Dietz, Ben Gamari, John Guiver, Edward Lloyd Snelson, Ralf Herbrich

Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

2009

Bayesian inference for Plackett-Luce ranking models.

John Guiver, Edward Lloyd Snelson

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Learning to rank with SoftRank and Gaussian processes.

John Guiver, Edward Lloyd Snelson

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

2007

Flexible and efficient Gaussian process models for machine learning.

Edward Lloyd Snelson

PhD thesis, 2007

Local and global sparse Gaussian process approximations.

Edward Lloyd Snelson, Zoubin Ghahramani

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

2006

Variable Noise and Dimensionality Reduction for Sparse Gaussian processes.

Edward Lloyd Snelson, Zoubin Ghahramani

Proceedings of the UAI '06, 2006

2005

Sparse Gaussian Processes using Pseudo-inputs.

Edward Lloyd Snelson, Zoubin Ghahramani

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

A Pragmatic Bayesian Approach to Predictive Uncertainty.

Iain Murray, Edward Lloyd Snelson

Proceedings of the Machine Learning Challenges, 2005

Compact approximations to Bayesian predictive distributions.

Edward Lloyd Snelson, Zoubin Ghahramani

Proceedings of the Machine Learning, 2005

2003

Warped Gaussian Processes.

Edward Lloyd Snelson, Carl Edward Rasmussen, Zoubin Ghahramani

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003