Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations.
Nabeel SeedatFergus ImrieAlexis BellotZhaozhi QianMihaela van der SchaarPublished in: CoRR (2022)
Keyphrases
- differential equations
- dynamical systems
- numerical solution
- neural network
- ordinary differential equations
- numerical methods
- mathematical modeling
- state space
- markov chain
- transmission line
- control theory
- multiscale
- difference equations
- markov processes
- network architecture
- optimal control
- partial differential equations
- boundary value problem
- least squares
- feed forward artificial neural networks
- nonlinear differential equations