Joshua Hanson

According to our database, Joshua Hanson authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Rademacher Complexity of Neural ODEs via Chen-Fliess Series.

Joshua Hanson, Maxim Raginsky

CoRR, 2024

2022

Fitting an immersed submanifold to data via Sussmann's orbit theorem.

Joshua Hanson, Maxim Raginsky

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Learning compact physics-aware delayed photocurrent models using dynamic mode decomposition.

Joshua Hanson, Pavel B. Bochev, Biliana S. Paskaleva

Stat. Anal. Data Min., 2021

Learning Recurrent Neural Net Models of Nonlinear Systems.

Joshua Hanson, Maxim Raginsky, Eduardo D. Sontag

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

2020

Universal Simulation of Stable Dynamical Systems by Recurrent Neural Nets.

Joshua Hanson, Maxim Raginsky

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

2019

Universal Approximation of Input-Output Maps by Temporal Convolutional Nets.

Joshua Hanson, Maxim Raginsky

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019