Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds.
Yuyang ZhangShahriar TalebiNa LiPublished in: CoRR (2024)
Keyphrases
- high dimensional
- low dimensional
- lower bound
- learning process
- dimensionality reduction
- upper bound
- inductive inference
- online learning
- pattern recognition
- learning problems
- dynamical systems
- active learning
- reinforcement learning
- data points
- np hard
- high dimensional data
- similarity search
- prior knowledge
- manifold learning
- input space
- discriminative learning