Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances.
Hunter LangAravind ReddyDavid A. SontagAravindan VijayaraghavanPublished in: AISTATS (2021)
Keyphrases
- map inference
- lp relaxation
- graphical models
- valid inequalities
- linear programming
- markov random field
- linear program
- cutting plane
- image labeling
- cutting plane algorithm
- integer programming
- feasible solution
- energy minimization
- message passing
- traveling salesman problem
- column generation
- mixed integer
- knapsack problem
- integer program
- mixed integer programming
- global constraints
- optimal solution
- maximum a posteriori
- combinatorial optimization
- belief propagation
- dynamic programming
- special case