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

no code implementations • 16 Oct 2013 • Jussi Gillberg, Pekka Marttinen, Matti Pirinen, Antti J. Kangas, Pasi Soininen, Marjo-Riitta Järvelin, Mika Ala-Korpela, Samuel Kaski

To facilitate the prediction of the weak effects, we constrain our model structure by introducing a novel Bayesian approach of sharing information between the regression model and the noise model.

regression