Intrinsic dimension of data representations in deep neural networks.
Alessio AnsuiniAlessandro LaioJakob H. MackeDavide ZoccolanPublished in: CoRR (2019)
Keyphrases
- data representations
- intrinsic dimension
- neural network
- data representation
- similarity search
- high dimensions
- intrinsic dimensionality
- nearest neighbor
- dimensionality reduction
- high dimensional data
- distance function
- diffusion maps
- high dimensional
- pattern recognition
- nearest neighbor search
- query processing
- low dimensional
- dimension reduction
- database
- knn
- machine learning
- decision trees
- graph cuts
- sparse representation
- high dimensional spaces