Consistency of Lloyd's Algorithm Under Perturbations.
Dhruv PatelHui ShenShankar BhamidiYufeng LiuVladas PipirasPublished in: CoRR (2023)
Keyphrases
- detection algorithm
- improved algorithm
- objective function
- preprocessing
- experimental evaluation
- k means
- dynamic programming
- matching algorithm
- optimization algorithm
- learning algorithm
- high accuracy
- np hard
- cost function
- optimal solution
- recognition algorithm
- clustering method
- computational complexity
- theoretical analysis
- global consistency
- experimental study
- times faster
- estimation algorithm
- selection algorithm
- single pass
- convergence rate
- expectation maximization
- classification algorithm
- segmentation method
- computationally efficient
- simulated annealing
- computational cost
- significant improvement
- association rules
- data streams
- image sequences