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Introduction to the non-asymptotic analysis of random matri- ces.Compressed sensing

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The Dual Majorizing Measure Theorem for Canonical Processes

math.PR · 2025-12-31 · unverdicted · novelty 7.0

Expected supremum of canonical processes with log-concave tails is equivalent up to universal constants to a functional on parameterized separation trees, with a polynomial-time approximation algorithm for finite cases.

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  • The Dual Majorizing Measure Theorem for Canonical Processes math.PR · 2025-12-31 · unverdicted · none · ref 19

    Expected supremum of canonical processes with log-concave tails is equivalent up to universal constants to a functional on parameterized separation trees, with a polynomial-time approximation algorithm for finite cases.