Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances.
Hunter LangAravind ReddyDavid A. SontagAravindan VijayaraghavanPublished in: CoRR (2021)
Keyphrases
- map inference
- lp relaxation
- graphical models
- valid inequalities
- linear programming
- image labeling
- markov random field
- linear program
- cutting plane algorithm
- cutting plane
- belief propagation
- energy minimization
- np hard
- probabilistic model
- message passing
- semantic segmentation
- maximum a posteriori
- lower and upper bounds
- integer programming
- traveling salesman problem
- hidden markov models
- special case
- optimal solution
- image processing
- knapsack problem
- mixed integer programming
- computer vision
- energy function
- objective function