On the Generalization and Approximation Capacities of Neural Controlled Differential Equations.
Linus BleisteinAgathe GuillouxPublished in: ICLR (2024)
Keyphrases
- differential equations
- continuous functions
- difference equations
- numerical integration
- dynamical systems
- ordinary differential equations
- numerical solution
- network architecture
- neural network
- boundary value problem
- numerical methods
- partial differential equations
- transmission line
- feed forward artificial neural networks
- brownian motion
- dynamic systems
- approximation algorithms
- feature space
- similarity measure
- conjugate gradient algorithm
- genetic algorithm