Tangent-Space Regularization for Neural-Network Models of Dynamical Systems.
Fredrik Bagge CarlsonRolf JohanssonAnders RobertssonPublished in: CoRR (2018)
Keyphrases
- dynamical systems
- neural network model
- tangent space
- neural network
- euclidean space
- artificial neural networks
- differential equations
- riemannian manifolds
- state space
- regularization parameter
- lie group
- reproducing kernel hilbert space
- predictive state representations
- tensor field
- principal curves
- grassmann manifold
- prior information
- learning tasks