Data Selection Driven by Item Difficulty: On Investigating Data Efficient Practice for Hyperparameter Search.
Gustavo Rodrigues dos ReisAdrian MosMario Cortes CornaxCyril LabbéPublished in: CAIN (2024)
Keyphrases
- data sets
- data distribution
- data quality
- synthetic data
- data collection
- knowledge discovery
- data structure
- database
- image data
- data analysis
- prior knowledge
- original data
- high quality
- data sources
- probability distribution
- raw data
- input data
- statistical analysis
- sensor data
- missing data
- genetic algorithm
- data mining
- machine learning
- computer systems
- small number
- training data
- search algorithm