HYPPO: Using Equivalences to Optimize Pipelines in Exploratory Machine Learning.
Antonios KontaxakisDimitris SacharidisAlkis SimitsisAlberto AbellóSergi NadalPublished in: ICDE (2024)
Keyphrases
- machine learning
- connected components
- machine learning methods
- machine learning algorithms
- decision trees
- pattern recognition
- learning algorithm
- artificial intelligence
- knowledge acquisition
- computational intelligence
- text mining
- computer science
- knowledge discovery
- machine learning and data mining
- learning systems
- data mining
- learning problems
- big data
- unsupervised learning
- natural language processing
- information extraction
- data analysis
- information systems
- binary images
- learning tasks
- natural language
- inductive learning
- statistical learning
- computational biology
- databases
- supervised machine learning
- application of machine learning methods