EcoVal: An Efficient Data Valuation Framework for Machine Learning.
Ayush K. TarunVikram S. ChundawatMurari MandalHong Ming TanBowei ChenMohan S. KankanhalliPublished in: KDD (2024)
Keyphrases
- relational databases
- database
- machine learning
- databases
- data analysis
- data collection
- raw data
- data sets
- knowledge discovery
- data processing
- data structure
- high quality
- image data
- complex data
- data sources
- statistical analysis
- historical data
- knowledge representation
- probabilistic model
- training data
- data points
- association rules
- information extraction
- text mining
- computer science
- computer systems
- decision trees
- machine learning algorithms
- sensor data
- experimental data
- artificial intelligence
- data objects
- data mining
- neural network