A DPI-PAC-Bayesian Framework for Generalization Bounds

Muhan Guan, Farhad Farokhi, Jingge Zhu

We develop a unified Data Processing Inequality PAC-Bayesian framework -- abbreviated DPI-PAC-Bayesian -- for deriving generalization error bounds in the supervised learning settin…