Generalization and Robustness of Batched Weighted Average Algorithm with V-Geometrically Ergodic Markov Data.
Viet Cuong NguyenLam Si Tung HoVu C. DinhPublished in: ALT (2013)
Keyphrases
- weighted average
- input data
- data sets
- learning algorithm
- noisy data
- data collection
- dynamic programming
- synthetic data
- markov chain
- small number
- image data
- cost function
- database
- knowledge discovery
- k means
- detection algorithm
- data analysis
- computational complexity
- high dimensional data
- optimization algorithm
- segmentation algorithm
- expectation maximization
- data reduction
- prior information
- preprocessing
- data structure
- single scan
- spectral clustering
- particle swarm optimization
- synthetic datasets
- computational efficiency
- missing data
- clustering method
- feature selection
- simulated annealing
- worst case
- input image
- data points
- probabilistic model
- optimal solution