Robust Data Sampling in Machine Learning: A Game-Theoretic Framework for Training and Validation Data Selection.
Zhaobin MoXuan DiRongye ShiPublished in: Games (2023)
Keyphrases
- data analysis
- data sets
- machine learning
- original data
- knowledge discovery
- synthetic data
- data quality
- input data
- data collection
- training dataset
- complex data
- raw data
- spatial data
- statistical analysis
- database
- data processing
- probability distribution
- data sources
- web pages
- computer systems
- high dimensional data
- data mining techniques
- privacy preserving
- data distribution
- test data
- prior knowledge
- search engine
- data mining
- labelled data