Data-dependent PAC-Bayes priors via differential privacy

Gintare Karolina Dziugaite, Daniel M. Roy 0001. Data-dependent PAC-Bayes priors via differential privacy. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 8440-8450, 2018. [doi]

Abstract

Abstract is missing.