Gaussian Process Latent Factor Regression for Low-Data, High-Dimensional Output Problems

Edward T. Stevenson, Eric T. Wolf, Mei Ting Mak +2

In the sciences, regression tasks often require predicting high-dimensional outputs from few training examples. Multi-output Gaussian processes excel in low-data regimes but typica…