Bayesian Information Sharing Between Noise And Regression Models Improves Prediction of Weak Effects

Jussi Gillberg, Pekka Marttinen, Matti Pirinen +5

We consider the prediction of weak effects in a multiple-output regression setup, when covariates are expected to explain a small amount, less than $\approx 1$, of the variance of…