Sparse Greedy Gaussian Process Regression
Smola, Alex J., Bartlett, Peter L.
–Neural Information Processing Systems
We present a simple sparse greedy technique to approximate the maximum a posteriori estimate of Gaussian Processes with much improved scaling behaviour in the sample size m.
Neural Information Processing Systems
Dec-31-2001