Calculates the posterior covariance matrix for test input X_* for a given draw from the posterior of w.
1 | f_s_cov(w_p, k_ss, k_sx, k_xs, k_xx, x)
|
w_p |
A draw from the posterior of w |
k_ss |
K(X*,X*) matrix |
k_sx |
K(X*, X) matrix |
k_xs |
K(X, X*) matrix |
k_xx |
K(X,X) matrix (from the training data) |
x |
Matrix of training covariates |
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