Uniform Convergence with Square-Root Lipschitz Loss

Lijia Zhou, Zhen Dai, Frederic Koehler +1

We establish generic uniform convergence guarantees for Gaussian data in terms of the Rademacher complexity of the hypothesis class and the Lipschitz constant of the square root of…