Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems.
Suhas S. KowshikDheeraj NagarajPrateek JainPraneeth NetrapalliPublished in: NeurIPS (2021)
Keyphrases
- learning algorithm
- noise tolerant
- learning models
- learning systems
- computationally efficient
- prior knowledge
- times faster
- learning problems
- machine learning algorithms
- supervised learning
- learning tasks
- active learning
- learning process
- learning community
- online learning
- mobile learning
- background knowledge
- sliding window
- automatically learned
- knowledge acquisition
- real time
- worst case
- probabilistic model
- computational cost
- significant improvement
- computational complexity
- data structure
- reinforcement learning
- neural network