Search Results for author: Hannes Zilly

Found 1 papers, 0 papers with code

The Frechet Distance of training and test distribution predicts the generalization gap

no code implementations25 Sep 2019 Julian Zilly, Hannes Zilly, Oliver Richter, Roger Wattenhofer, Andrea Censi, Emilio Frazzoli

Empirically across several data domains, we substantiate this viewpoint by showing that test performance correlates strongly with the distance in data distributions between training and test set.

Learning Theory Transfer Learning

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