Active Operator Inference for Learning Low-Dimensional Dynamical-System Models from Noisy Data.
Wayne Isaac Tan UyYuepeng WangYuxiao WenBenjamin PeherstorferPublished in: SIAM J. Sci. Comput. (2023)
Keyphrases
- noisy data
- dynamical systems
- noise tolerant
- predictive state representations
- low dimensional
- learning algorithm
- connectionist networks
- high dimensional
- dynamic bayesian networks
- high dimensional data
- latent variable models
- differential equations
- reinforcement learning
- neural network
- nearest neighbor
- dynamical behavior
- dynamical models
- high dimensionality
- learning from noisy data
- statistical queries
- grammatical inference
- missing values
- complex systems
- dimensionality reduction
- probabilistic model
- data mining