A Parallel Online Regularized Least-squares Machine Learning Algorithm for Future Multi-core Processors.
Tapio PahikkalaAntti AirolaThomas Canhao XuPasi LiljebergHannu TenhunenTapio SalakoskiPublished in: PECCS (2011)
Keyphrases
- multi core processors
- regularized least squares
- learning algorithm
- parallel programming
- multi core systems
- sparse representation
- gene expression programming
- parallel processing
- computing resources
- support vector regression
- machine learning
- active learning
- multithreading
- reinforcement learning
- parallel algorithm
- learning tasks
- learning problems
- parallel computation
- supervised learning
- unlabeled data
- regularization term
- semi supervised learning
- programming environment
- reproducing kernel hilbert space
- genetic programming
- general purpose
- similarity measure
- image segmentation
- knn