Hanson, Joshua

4 publications

L4DC 2024 Rademacher Complexity of Neural ODEs via Chen-Fliess Series Joshua Hanson, Maxim Raginsky

L4DC 2021 Learning Recurrent Neural Net Models of Nonlinear Systems Joshua Hanson, Maxim Raginsky, Eduardo Sontag

L4DC 2020 Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets Joshua Hanson, Maxim Raginsky

NeurIPS 2019 Universal Approximation of Input-Output Maps by Temporal Convolutional Nets Joshua Hanson, Maxim Raginsky