Maximizing Monotone Submodular Functions over the Integer Lattice.
Tasuku SomaYuichi YoshidaPublished in: IPCO (2016)
Keyphrases
- submodular functions
- greedy algorithm
- facility location problem
- integer points
- energy function
- combinatorial optimization
- objective function
- diminishing returns
- convex optimization
- image denoising
- multistage
- communication networks
- markov random field
- integer programming
- facility location
- pairwise
- reinforcement learning
- bayesian networks
- image segmentation