The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning.
Orit DavidovichGheorghe-Teodor BerceaSegev WasserkrugPublished in: KDD (2022)
Keyphrases
- optimization model
- learning process
- learning algorithm
- learning mechanism
- supervised learning
- decision making
- learning frameworks
- learning scheme
- optimization process
- probabilistic model
- multi objective
- prior knowledge
- knowledge acquisition
- theoretical framework
- background knowledge
- learning tasks
- design principles
- support vector
- testing phase
- training data