Sensing structure in learning-based binary classification of high-dimensional data.
Burkay OrtenPrakash IshwarWilliam Clement KarlVenkatesh SaligramaPublished in: Allerton (2011)
Keyphrases
- high dimensional data
- binary classification
- learning problems
- high dimensional
- learning algorithm
- low dimensional
- dimensionality reduction
- nearest neighbor
- data points
- multi class
- neural network
- data distribution
- input space
- multi class classification
- supervised learning
- learning tasks
- learning process
- cost sensitive
- data analysis