Sparse Least-Squares Methods in the Parallel Machine Learning (PML) Framework.
Ramesh NatarajanVikas SindhwaniShirish TatikondaPublished in: ICDM Workshops (2009)
Keyphrases
- least squares
- machine learning
- machine learning methods
- pattern recognition
- main contribution
- preprocessing
- high dimensional
- significant improvement
- probabilistic model
- neural network
- natural language processing
- machine learning algorithms
- theoretical guarantees
- parallel processing
- kernel methods
- statistical methods
- cross validation
- high dimensional data
- multi class
- computational cost
- active learning
- data analysis