Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information.
Arman ZharmagambetovBrandon AmosAaron M. FerberTaoan HuangBistra DilkinaYuandong TianPublished in: NeurIPS (2023)
Keyphrases
- partial information
- learning algorithm
- active learning
- learning problems
- decision making
- inductive inference
- incomplete information
- mobile learning
- learning systems
- knowledge acquisition
- optimization problems
- information retrieval systems
- decision rules
- domain specific
- combinatorial optimization
- supervised learning
- prior knowledge
- evolutionary algorithm
- search algorithm