Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform.
Yubei ChenZeyu YunYi MaBruno A. OlshausenYann LeCunPublished in: ICLR (2023)
Keyphrases
- supervised learning
- learning algorithm
- feature hierarchies
- learning process
- unsupervised learning
- learning systems
- knowledge acquisition
- high dimensional
- learning problems
- learning tasks
- reinforcement learning
- semi supervised
- active learning
- background knowledge
- prior knowledge
- feature space
- shape analysis
- inductive inference
- dictionary learning
- unsupervised manner
- machine learning