Experiments with random projections for machine learning.
Dmitriy FradkinDavid MadiganPublished in: KDD (2003)
Keyphrases
- random projections
- machine learning
- dimensionality reduction
- compressive sensing
- dimension reduction
- random sampling
- compressed sensing
- image reconstruction
- sparse representation
- pattern recognition
- active learning
- original data
- hash functions
- low dimensional
- feature selection
- decision trees
- natural language processing
- computer vision
- learning algorithm
- distributed source coding
- text mining
- document clustering
- principal component analysis
- image data
- data analysis
- data mining
- neural network
- signal processing
- data sets