A Memoization Framework for Scaling Submodular Optimization to Large Scale Problems.
Rishabh K. IyerJeff A. BilmesPublished in: CoRR (2019)
Keyphrases
- optimization problems
- problems involving
- main contribution
- neural network
- real life
- optimization algorithm
- large scale data sets
- application scenarios
- solving problems
- global optimization
- objective function
- data sets
- graph cuts
- benchmark problems
- multi class
- learning algorithm
- optimization scheme
- discrete optimization
- machine learning
- convex optimization problems
- highly non linear