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Exponential Tail Local Rademacher Complexity Risk Bounds Without the Bernstein Condition
Our main result is an exponential-tail excess risk bound expressed in terms of the offset Rademacher complexity that yields results at least as sharp as those obtainable via the classical theory.
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