The Conflict Between Explainable and Accountable Decision-Making Algorithms.
Gabriel LimaNina Grgic-HlacaJin Keun JeongMeeyoung ChaPublished in: FAccT (2022)
Keyphrases
- decision making
- data structure
- computationally efficient
- orders of magnitude
- times faster
- information systems
- computationally expensive
- classification algorithm
- decision makers
- graph theory
- computational efficiency
- significant improvement
- computational complexity
- learning algorithm
- database
- decision support system
- multi class
- theoretical analysis
- machine learning algorithms
- image sequences
- case study
- social networks
- memory requirements