On Sampling and Greedy MAP Inference of Constrained Determinantal Point Processes.
Tarun KathuriaAmit DeshpandePublished in: CoRR (2016)
Keyphrases
- point processes
- map inference
- graphical models
- monte carlo
- hot spots
- markov random field
- image labeling
- semantic segmentation
- greedy algorithm
- spatial analysis
- dynamic programming
- cutting plane
- probabilistic model
- conditional random fields
- bayesian networks
- maximum a posteriori
- lp relaxation
- linear programming
- higher order
- pairwise