UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads.
Arnab PhaniLukas ErlbacherMatthias BoehmPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- machine learning
- machine learning methods
- decision trees
- pattern recognition
- computer science
- artificial intelligence
- search strategies
- supervised learning
- explanation based learning
- machine learning approaches
- inductive learning
- inductive logic programming
- parallel processing
- machine learning algorithms
- knowledge acquisition
- real time
- feature selection
- computer vision
- neural network
- feature set
- computer systems
- model selection
- image features
- fine grained
- information extraction
- learning problems
- support vector machine
- feature extraction
- information systems