Revisiting the Nystrom method for improved large-scale machine learning.
Alex GittensMichael W. MahoneyPublished in: ICML (3) (2013)
Keyphrases
- machine learning
- computationally efficient
- similarity measure
- objective function
- fully automatic
- machine learning methods
- pairwise
- experimental evaluation
- optimization method
- high precision
- significant improvement
- detection method
- mutual information
- information extraction
- classification method
- statistical methods
- improved algorithm
- dynamic programming
- neural network
- data mining
- learning algorithm
- pattern recognition
- computational complexity
- data analysis
- k means
- synthetic data
- cost function
- probabilistic model
- unsupervised learning
- model selection
- input data
- computational cost
- feature set
- high accuracy
- image registration
- data sets