Efficient constrained sampling via the mirror-Langevin algorithm.
Kwangjun AhnSinho ChewiPublished in: CoRR (2020)
Keyphrases
- high accuracy
- single pass
- experimental evaluation
- computationally efficient
- preprocessing
- theoretical analysis
- dynamic programming
- learning algorithm
- times faster
- simulated annealing
- np hard
- k means
- objective function
- cost function
- improved algorithm
- significant improvement
- recognition algorithm
- high efficiency
- sampling algorithm
- detection algorithm
- optimization algorithm
- optimal solution
- expectation maximization
- maximum likelihood
- linear programming
- pruning strategy
- probabilistic model
- computational cost
- uniform sampling
- convergence rate
- image reconstruction
- matching algorithm
- monte carlo
- worst case
- computational complexity
- similarity measure