Mahdi Haghifam

Towards a Unified Information-Theoretic Framework for Generalization

2021 · arXiv (Cornell University)

In this work, we investigate the expressiveness of the conditional mutual information (CMI) framework of Steinke and Zakynthinou (2020) and the prospect of using it to provide a unified framework for proving generalization bounds in …