Detailed Analysis and Optimization of CUDA K-means Algorithm.
Martin KrulisMiroslav KratochvílPublished in: ICPP (2020)
Keyphrases
- k means
- optimization algorithm
- learning algorithm
- computational cost
- preprocessing
- experimental evaluation
- optimal solution
- computational complexity
- cost function
- high accuracy
- times faster
- parallel implementation
- np hard
- recognition algorithm
- hierarchical clustering
- optimization process
- improved algorithm
- input data
- optimization method
- clustering method
- expectation maximization
- optimization model
- graph cuts
- evolution strategy
- global optimization
- detection algorithm
- search algorithm
- similarity measure