rmgarnett/active_gp_hyperlearning
Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014).
Notes on various topics
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Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014).
An implementation of the MGP from Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," UAI 2014.
MATLAB code for performing active search (Garnett, et al., "Bayesian Optimal Active Search and Surveying," ICML 2012).
A fast MATLAB implementation of the Weisfeiler--Lehman graph transformation and associated kernel.