Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization.
Bryan WilderBistra DilkinaMilind TambePublished in: CoRR (2018)
Keyphrases
- combinatorial optimization
- data sets
- data structure
- data analysis
- data collection
- learning algorithm
- prior knowledge
- training data
- active learning
- data sources
- database
- data points
- branch and bound
- background knowledge
- metaheuristic
- decision makers
- reinforcement learning
- decision making
- optimization problems
- learning problems
- data mining
- greedy algorithm
- branch and bound algorithm
- learning models
- making decisions