Characterising the Inductive Biases of Neural Networks on Boolean Data

Chris Mingard, Lukas Seier, Niclas Göring +3

Deep neural networks are renowned for their ability to generalise well across diverse tasks, even when heavily overparameterized. Existing works offer only partial explanations (fo…