Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.
This code was primarily used to run experiments and generate figures for the paper:
Additive Gaussian processes
by
David Duvenaud,
Hannes Nickisch,
Carl Edward Rasmussen
http://arxiv.org/abs/1112.4394
This model class was also discussed in relation to dropout in the paper
Avoiding Pathologies in Very Deep Networks By David Duvenaud, Oren Rippel, Ryan P. Adams, and Zoubin Ghahramani
http://arxiv.org/abs/1402.5836
Feel free to email me with any questions:
David Duvenaud ([email protected])