Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian

Samet Oymak, Zalan Fabian, Mingchen Li +1

Modern neural network architectures often generalize well despite containing many more parameters than the size of the training dataset. This paper explores the generalization capa…