Unsupervised Learning of Manifolds via Linear Approximations.
Hassan A. KingraviM. Emre CelebiPragya P. RajauriaPublished in: DEXA Workshops (2007)
Keyphrases
- unsupervised learning
- closed form
- supervised learning
- locally linear
- linear functions
- manifold learning
- semi supervised
- machine learning
- linear approximation
- computationally tractable
- low dimensional
- object recognition
- data mining
- high dimensional
- feature space
- efficient computation
- deep learning
- low order
- training data
- learning algorithm
- deep architectures