DMC4ML: Data Movement Complexity for Machine Learning.
Chen DingChristopher KananDylan McKellipsToranosuke OzawaArian ShahmirzaWesley SmithPublished in: CoRR (2023)
Keyphrases
- machine learning
- data analysis
- data sets
- knowledge discovery
- original data
- raw data
- synthetic data
- data sources
- training data
- high quality
- data structure
- statistical methods
- data collection
- data points
- input data
- complex data
- databases
- artificial intelligence
- missing data
- data processing
- text mining
- data mining techniques
- image data
- database
- database systems
- decision trees
- active learning
- spatial data
- experimental data
- data distribution
- prior knowledge
- xml documents
- pattern recognition
- data objects
- data quality
- reinforcement learning