Figure 1
From: Exact Gaussian processes for massive datasets via non-stationary sparsity-discovering kernels
Table comparing the existing approximate methods for large-scale Gaussian processes and the proposed method. The proposed method is the only one with no restrictions on the dimensionality of the input space, kernel design, or data-point geometry.
