A Memoization Framework for Scaling Submodular Optimization to Large Scale Problems.
Rishabh K. IyerJeffrey A. BilmesPublished in: AISTATS (2019)
Keyphrases
- optimization problems
- main contribution
- combinatorial optimization
- lightweight
- learning algorithm
- large scale data sets
- optimization scheme
- optimization process
- real life
- information systems
- evolutionary algorithm
- optimization algorithm
- theoretical framework
- optimization method
- global optimization
- multi agent
- constrained optimization
- application scenarios
- quadratic programming
- discrete optimization
- neural network