Ensuring Ethical, Transparent, and Auditable Use of Education Data and Algorithms on AutoML.
Kylie GriepLeah StoneStephen EdwardsMalik HillJialin CuiChengyuan LiuQinjin JiaYang SongPublished in: MLNLP (2023)
Keyphrases
- data structure
- data sets
- data processing
- database
- data collection
- data reduction
- noisy data
- data mining techniques
- input data
- computationally efficient
- learning algorithm
- data points
- raw data
- data mining algorithms
- data analysis
- data sources
- learning models
- statistical methods
- experimental data
- training data
- xml documents
- significant improvement
- knowledge discovery
- computational complexity
- sensor data
- data distribution
- worst case
- image data
- original data
- data objects
- data quality
- computational cost
- data mining tasks
- databases
- discrete data