Understanding Dynamics of Nonlinear Representation Learning and Its Application.
Kenji KawaguchiLinjun ZhangZhun DengPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- prior knowledge
- visual representation
- dynamical systems
- solving problems
- learning tasks
- data sets
- knowledge acquisition
- supervised learning
- online learning
- dimensionality reduction
- incremental learning
- dynamic model
- learning analytics
- active learning
- learning process
- multiple representations
- nonlinear dynamics
- feature hierarchies