Revisiting the Nystrom Method for Improved Large-scale Machine Learning.
Alex GittensMichael W. MahoneyPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- machine learning
- machine learning methods
- experimental evaluation
- support vector machine
- theoretical analysis
- computational complexity
- detection method
- pairwise
- high accuracy
- significant improvement
- prior knowledge
- preprocessing
- segmentation method
- artificial intelligence
- improved algorithm
- support vector machine svm
- high precision
- computationally efficient
- model selection
- fully automatic
- probabilistic model
- computational cost
- dynamic programming
- cost function
- feature selection
- clustering method
- data sets
- statistical methods
- real world
- learning algorithm
- computer vision
- classification method
- data analysis
- natural language processing
- main contribution
- unsupervised learning
- mutual information