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arxiv: 1208.5281 · v1 · pith:ID3NKQLHnew · submitted 2012-08-27 · 💻 cs.IT · math.IT

Expected Supremum of a Random Linear Combination of Shifted Kernels

classification 💻 cs.IT math.IT
keywords expectedsupremumcoefficientsordercombinationlinearrandomshifts
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We address the expected supremum of a linear combination of shifts of the sinc kernel with random coefficients. When the coefficients are Gaussian, the expected supremum is of order \sqrt{\log n}, where n is the number of shifts. When the coefficients are uniformly bounded, the expected supremum is of order \log\log n. This is a noteworthy difference to orthonormal functions on the unit interval, where the expected supremum is of order \sqrt{n\log n} for all reasonable coefficient statistics.

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