Minimalistic Unsupervised Learning with the Sparse Manifold Transform.
Yubei ChenZeyu YunYi MaBruno A. OlshausenYann LeCunPublished in: CoRR (2022)
Keyphrases
- unsupervised learning
- sparse coding
- manifold structure
- high dimensional
- high dimension
- supervised learning
- semi supervised
- dimensionality reduction
- manifold learning
- data clustering
- semi supervised learning
- euclidean space
- dictionary learning
- low dimensional
- sparse data
- feature selection
- machine learning
- sparse representation
- expectation maximization
- text classification
- object recognition
- compressed sensing
- nonlinear dimensionality reduction
- data mining
- lower dimensional
- knn
- underlying manifold
- linear transform