| V.N. Sudakov, "Gaussian processes and measures of solid angles in Hilbert space", Soviet Mathematics. Doklady 12, pp. 412-415, 1971. |
....the random averages, especially from above since this is the direction one needs for sample complexity bounds. We show that it is possible to bound the Rademacher and gaussian averages 25 using the empirical L 2 entropy of the class. This follows from results due to Dudley [6] and Sudakov [31]. Originally, the bounds were established from gaussian processes, and later they were extended to the sub gaussian setup ( 8, 34] which includes Rademacher processes. Theorem 2.31 There are absolute constants C and c for which the following holds. For any integer n, any sample and every ....
V.N. Sudakov, "Gaussian processes and measures of solid angles in Hilbert space", Soviet Mathematics. Doklady 12, pp. 412-415, 1971.
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