2 problems
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Refined label-complexity upper bound for Bernstein classes
Let be a binary hypothesis class with VC dimension and star number . For and satisfying the Bernstein condition with parameters…
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Conjecture on activized empirical risk minimization for VC classes
Activized empirical risk minimization conjecture. For any VC class, there exists an active meta-algorithm and an empirical risk minimization algorithm …