Finite Sample Identification of Bilinear Dynamical Systems.
Yahya SattarSamet OymakNecmiye OzayPublished in: CDC (2022)
Keyphrases
- dynamical systems
- finite sample
- sample size
- statistical learning theory
- uniform convergence
- nearest neighbor
- error bounds
- state space
- nonlinear dynamical systems
- statistical learning
- generalization error
- support vector machine
- learning rate
- knn
- generalization bounds
- machine learning
- upper bound
- parzen window
- feature space
- computational complexity