Couler: Unified Machine Learning Workflow Optimization in Cloud.
Xiaoda WangYuan TangTengda GuoBo SangJiewei WuJian ShaKe ZhangJiang QianMingjie TangPublished in: ICDE (2024)
Keyphrases
- machine learning
- data mining
- optimization method
- pattern recognition
- global optimization
- machine learning algorithms
- computational intelligence
- optimization problems
- learning problems
- learning tasks
- inductive learning
- discrete optimization
- machine learning methods
- learning systems
- optimization algorithm
- cloud computing
- knowledge acquisition
- text mining
- natural language processing
- supervised learning
- support vector machine
- decision trees
- learning algorithm
- data management
- explanation based learning
- optimization process
- computer vision
- feature selection
- support vector
- kernel methods
- computer science
- data analysis
- petri net
- business process
- semi supervised learning