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Concentration inequalities in machine learning

Concentration inequalities in machine learning

This video was recorded at Machine Learning Summer School (MLSS), La Palma 2012. The school addresses the following topics: Learning Theory, Kernel Methods, Bayesian Machine learning, Monte Carlo Methods , Bayesian Nonparametrics, Optimization, Graphical Models, Information theory and Dimensionality Reduction. Detailed information can be found here.... Show More


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