PAC bounds of continuous Linear Parameter-Varying systems related to neural ODEs

7 July 2023

Papers citing "PAC bounds of continuous Linear Parameter-Varying systems related to neural ODEs"

9 / 9 papers shown

Title
Fast and Exact Enumeration of Deep Networks Partitions Regions Randall Balestriero Yann LeCun 40 5 0 20 Jan 2024
Do Residual Neural Networks discretize Neural Ordinary Differential Equations? Michael E. Sander Pierre Ablin Gabriel Peyré 70 27 0 29 May 2022
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks Qiyu Kang Yang Song Qinxu Ding Wee Peng Tay AAML 56 93 0 25 Oct 2021
Learning Recurrent Neural Net Models of Nonlinear Systems Joshua Hanson Maxim Raginsky Eduardo Sontag 18 17 0 18 Nov 2020
Adversarial Robustness of Stabilized NeuralODEs Might be from Obfuscated Gradients Yifei Huang Yaodong Yu Hongyang R. Zhang Yi-An Ma Yuan Yao AAML 50 27 0 28 Sep 2020
Logarithmic Regret for Adversarial Online Control Dylan J. Foster Max Simchowitz 63 74 0 29 Feb 2020
Dissecting Neural ODEs Stefano Massaroli Michael Poli Jinkyoo Park Atsushi Yamashita Hajime Asama 94 203 0 19 Feb 2020
Deep ReLU Networks Have Surprisingly Few Activation Patterns Boris Hanin David Rolnick 81 227 0 03 Jun 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 414 5,111 0 19 Jun 2018