Keyphrases
- optimization problems
- benchmark problems
- significant improvement
- np hard problems
- probabilistic model
- orders of magnitude
- theoretical and empirical study
- convex optimization problems
- analytical methods
- binary classification problems
- approximate solutions
- difficult problems
- practical problems
- related problems
- combinatorial optimization
- computational cost
- computational complexity
- data mining
- learning algorithm
- statistical methods
- benchmark datasets
- test problems
- decomposition methods
- theoretical guarantees
- decomposition algorithm
- free parameters
- search algorithm
- data sets
- structured prediction problems
- neural network
- computational geometry
- statistical models
- problems in computer vision
- worst case
- parameter estimation
- data mining algorithms