no code implementations • 19 Aug 2016 • Niklas Thiemann, Christian Igel, Olivier Wintenberger, Yevgeny Seldin
We propose a new PAC-Bayesian bound and a way of constructing a hypothesis space, so that the bound is convex in the posterior distribution and also convex in a trade-off parameter between empirical performance of the posterior distribution and its complexity.
