On Unified and Sharpened CMI Bounds for Generalization Errors

Yang Lu, Matthias Frey, Margreta Kuijper +1

We present a new family of information-theoretic generalization bounds within the framework of conditional mutual information (CMI). Most of our results are established based on th…