Hilbert Space Embeddings of Predictive State Representations.
Byron BootsGeoffrey J. GordonArthur GrettonPublished in: UAI (2013)
Keyphrases
- hilbert space
- predictive state representations
- dynamical systems
- von neumann
- infinite dimensional
- stochastic systems
- finite dimensional
- continuous functions
- euclidean space
- multivariate time series
- convex sets
- differential equations
- scale spaces
- kernel function
- feature maps
- kernel principal component analysis
- reproducing kernel hilbert space
- bayesian networks
- metric space
- low dimensional
- supervised learning
- support vector