Improved dimension dependence of a proximal algorithm for sampling.
Jiaojiao FanBo YuanYongxin ChenPublished in: COLT (2023)
Keyphrases
- improved algorithm
- preprocessing
- cost function
- experimental evaluation
- sampling algorithm
- optimization algorithm
- segmentation algorithm
- learning algorithm
- search space
- dynamic programming
- computational cost
- times faster
- simulated annealing
- input data
- markov chain monte carlo
- monte carlo
- worst case
- support vector machine
- significant improvement
- computationally efficient
- theoretical analysis
- data sets
- parameter estimation
- high accuracy
- detection algorithm
- recognition algorithm
- selection algorithm
- np hard
- estimation error
- genetic algorithm