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A linear functional has the same supremum over a class and its convex hull. Thus taking convex combinations does not increase empirical Rademacher complexity.

Ancestors (6)

  1. Rademacher complexity
  2. Statistical learning theory
  3. Foundations of mathematics
  4. Area of mathematics
  5. Mathematics
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