Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach.
Boya HouSina SanjariNathan DahlinSubhonmesh BoseUmesh VaidyaPublished in: ICML (2023)
Keyphrases
- dynamical systems
- sparse learning
- multi task
- elastic net
- sparse representation
- reproducing kernel hilbert space
- state space
- nonlinear dynamical systems
- kernel methods
- random projections
- loss function
- learning tasks
- relevance vector machine
- sparse coding
- predictive state representations
- machine learning
- multi class
- high dimensional