Search Results for author: Yair Ashlagi

Found 1 papers, 0 papers with code

Functions with average smoothness: structure, algorithms, and learning

no code implementations13 Jul 2020 Yair Ashlagi, Lee-Ad Gottlieb, Aryeh Kontorovich

Rather than using the Lipschitz constant as the regularizer, we define a local slope at each point and gauge the function complexity as the average of these values.

Denoising Generalization Bounds

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