Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization.
Bryan WilderBistra DilkinaMilind TambePublished in: AAAI (2019)
Keyphrases
- combinatorial optimization
- data sets
- prior knowledge
- decision making
- data collection
- learning process
- data points
- metaheuristic
- supervised learning
- data analysis
- learning algorithm
- database
- training data
- active learning
- data sources
- combinatorial problems
- background knowledge
- data mining techniques
- graph cuts
- combinatorial optimization problems
- learning problems
- making decisions
- decision makers
- simulated annealing
- upper bound
- image segmentation
- computer vision
- genetic algorithm