Modeling Assumptions Clash with the Real World: Transparency, Equity, and Community Challenges for Student Assignment Algorithms.
Samantha RobertsonTonya NguyenNiloufar SalehiPublished in: CoRR (2021)
Keyphrases
- real world
- wide range
- learning algorithm
- synthetic data
- optimization problems
- learning environment
- neural network
- benchmark datasets
- theoretical analysis
- significant improvement
- data structure
- data sets
- search algorithm
- computational complexity
- learning process
- case study
- feature selection
- data mining
- academia and industry