Generalization and Expressivity for Deep Nets - Lin, Shao-Bo (IEEE transaction on neural networks and learning systems, 2019)
Keywords: Approximation; Biological neural networks; Deep learning; expressivity; generalization; Learning systems; Learning theory; localized approximation; Machine learning; Mathematical analysis; Nets; Neurons; Optimization; Power measurement; Risk management; Sparse representation