The OS* Algorithm: a Joint Approach to Exact Optimization and Sampling
Marc DymetmanGuillaume BouchardSimon CarterPublished in: CoRR (2012)
Keyphrases
- optimization algorithm
- preprocessing
- times faster
- monte carlo
- computational cost
- learning algorithm
- computational complexity
- k means
- operating system
- optimization process
- recognition algorithm
- detection algorithm
- segmentation algorithm
- cost function
- high accuracy
- sampling algorithm
- optimization model
- improved algorithm
- combinatorial optimization
- optimization method
- experimental evaluation
- worst case
- dynamic programming
- np hard
- matching algorithm
- probabilistic model
- neural network
- search space
- computationally efficient
- random sampling
- image segmentation
- particle swarm optimization
- brute force
- sampling methods