Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML.
Matthias BoehmShirish TatikondaBerthold ReinwaldPrithviraj SenYuanyuan TianDouglas BurdickShivakumar VaithyanathanPublished in: Proc. VLDB Endow. (2014)
Keyphrases
- machine learning
- real life
- small scale
- knowledge acquisition
- data analysis
- data mining
- machine learning methods
- machine learning algorithms
- text mining
- learning algorithm
- real world
- hybrid approaches
- search strategies
- model selection
- information extraction
- active learning
- pattern recognition
- reinforcement learning
- case study
- artificial intelligence
- knowledge discovery
- computer science
- text classification
- natural language
- unsupervised learning
- website
- inductive logic programming
- explanation based learning
- hybrid learning
- control strategies
- real time