Pseudo-Bayesian Learning via Direct Loss Minimization with Applications to Sparse Gaussian Process Models

Rishit Sheth, Roni Khardon. Pseudo-Bayesian Learning via Direct Loss Minimization with Applications to Sparse Gaussian Process Models. In Cheng Zhang 0005, Francisco J. R. Ruiz, Thang D. Bui, Adji Bousso Dieng, Dawen Liang, editors, Symposium on Advances in Approximate Bayesian Inference, AABI 2019, Vancouver, BC, Canada, December 8, 2019. Volume 118 of Proceedings of Machine Learning Research, pages 1-18, PMLR, 2019. [doi]

Abstract

Abstract is missing.