Bayesian Generalized Kernel Models

Zhihua Zhang, Guang Dai, Donghui Wang, Michael I. Jordan

Abstract: We propose a fully Bayesian approach for generalized kernel models (GKMs), which are extensions of generalized linear models in the feature space induced by a reproducing kernel. We place a mixture...