Department of Computer Science, ETH Zurich; Department of Computer Science, ETH Zurich and ETH AI Center
Michael Aerni, Marco Milanta, Konstantin Donhauser, Fanny Yang
high-dimensional statistics;non-parametric regression;deep learning theory;generalization bounds;benign overfitting
Strong inductive biases provably prevent harmless interpolation