Sparse Inverse Gaussian Process Regression with Application to Climate Network Discovery
Regression problems on massive data sets are ubiquitous in many application domains including the Internet, earth and space sciences, and finances. Gaussian Process regression is a 
popular technique for modeling the input-output relations of a set of variables under the assumption 
that the weight vector has a …