Dimension-free Information Concentration via Exp-Concavity

Ya-Ping Hsieh, Volkan Cevher. Dimension-free Information Concentration via Exp-Concavity. In Firdaus Janoos, Mehryar Mohri, Karthik Sridharan, editors, Algorithmic Learning Theory, ALT 2018, 7-9 April 2018, Lanzarote, Canary Islands, Spain. Volume 83 of Proceedings of Machine Learning Research, pages 451-469, PMLR, 2018. [doi]

Abstract

Abstract is missing.