Improved PAC-Bayesian Bounds for Linear Regression

Vera Shalaeva, Alireza Fakhrizadeh Esfahani, Pascal Germain +1

In this paper, we improve the PAC-Bayesian error bound for linear regression derived in Germain et al. [10]. The improvements are twofold. First, the proposed error bound is tighte…