Multivariate GPQR

\(y = f(X)\) where the dimension of \(y\) is greater than 1.

Default quantile regression with 1-D \(y\) is already multi-output, as it models multiple quantiles. Multivariate quantile regression expands this, modeling multiple quantiles of multiple variables at the same time.