OpenMP Parallelization and Optimization of Graph-Based Machine Learning Algorithms.
Zhaoyi MengAlice KonigesYun (Helen) HeSamuel WilliamsThorsten KurthBrandon CookJack DeslippeAndrea L. BertozziPublished in: IWOMP (2016)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- shared memory
- predictive accuracy
- machine learning
- machine learning methods
- decision trees
- learning problems
- learning tasks
- machine learning approaches
- standard machine learning algorithms
- parallel execution
- random forests
- input features
- learning models
- statistical machine learning
- machine learning models
- parallel processing
- multiclass classification
- semi supervised
- machine learning systems
- learning systems
- general purpose