no code implementations • NeurIPS 2016 • Ilya O. Tolstikhin, Bharath K. Sriperumbudur, Bernhard Schölkopf
Maximum Mean Discrepancy (MMD) is a distance on the space of probability measures which has found numerous applications in machine learning and nonparametric testing.
no code implementations • NeurIPS 2013 • Ilya O. Tolstikhin, Yevgeny Seldin
The inequality is based on combination of PAC-Bayesian bounding technique with Empirical Bernstein bound.