Search Results for author: Ilya O. Tolstikhin

Found 2 papers, 0 papers with code

Minimax Estimation of Maximum Mean Discrepancy with Radial Kernels

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.

PAC-Bayes-Empirical-Bernstein Inequality

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.

regression

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