Concentration of measure, negative association, and machine learning
In this thesis we consider concentration inequalities and the concentration of measure phenomenon from a variety of angles. Sharp tail bounds on the deviation of Lipschitz functions of independent random variables about their mean are well known. We consider variations on this theme for dependent v...
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| Language: | en_US |
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2016
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| Online Access: | https://hdl.handle.net/2144/19741 |