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Majorizing Measures, Sequential Complexities, and Online Learning
We introduce the technique of generic chaining and majorizing measures for controlling sequential Rademacher complexity.
Relax and Randomize : From Value to Algorithms
We show a principled way of deriving online learning algorithms from a minimax analysis.
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