David J. Fleet

Transductive Log Opinion Pool of Gaussian Process Experts

2015 · arXiv (Cornell University)

We introduce a framework for analyzing transductive combination of Gaussian process (GP) experts, where independently trained GP experts are combined in a way that depends on test point location, in order to scale GPs to …