Augment Online Linear Optimization with Arbitrarily Bad Machine-Learned Predictions.
Dacheng WenYupeng LiFrancis C. M. LauPublished in: INFOCOM (2024)
Keyphrases
- quadratic programming
- real time
- global optimization
- decision trees
- optimization method
- optimal design
- optimization algorithm
- optimization problems
- constrained optimization
- combinatorial optimization
- electronic commerce
- discrete optimization
- information systems
- databases
- optimization model
- cross cultural
- transfer function
- optimization strategies
- optimization methods
- least squares
- evolutionary algorithm
- search algorithm
- reinforcement learning
- multiscale
- data sets