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Showing 1 to 2 of 2 for “"generic chaining"”.
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Computable Performance Analysis of Recovering Signals with Low-dimensional Structures
… Using tools from empirical processes and generic chaining, I analytically demonstrate that as long as the number of measurements are relatively large, these goodness measures are bounded away from zeros for a large class of random sensing matrices, a result parallel to the probabilistic …
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Chain rules for Rademacher complexity
Two preliminary estimates are obtained for expected suprema of Bernoulli processes indexed by an image of a bounded Euclidean subset through a class of Lipschitz functions. If that bounded subset is given by the projection of a bounded function class onto a sample vector, the result can be …