Generalization bounds for neural ordinary differential equations and deep residual networks

11 May 2023

Papers citing "Generalization bounds for neural ordinary differential equations and deep residual networks"

6 / 6 papers shown

Title
A Generalization Bound for a Family of Implicit Networks Samy Wu Fung Benjamin Berkels 35 0 0 28 Jan 2025
Feedback Favors the Generalization of Neural ODEs Jindou Jia Zihan Yang Meng Wang Kexin Guo Jianfei Yang Xiang Yu Lei Guo OOD AI4CE 35 2 0 14 Oct 2024
PAC bounds of continuous Linear Parameter-Varying systems related to neural ODEs Dániel Rácz M. Petreczky Bálint Daróczy 44 0 0 07 Jul 2023
Neural Generalized Ordinary Differential Equations with Layer-varying Parameters Duo Yu Hongyu Miao Hulin Wu 30 4 0 21 Sep 2022
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,254 0 18 Oct 2020
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 111 577 0 27 Feb 2015