Lower Bounds on the Rate of Convergence of Nonparametric Pattern Recognition.
András AntosPublished in: EuroCOLT (1999)
Keyphrases
- lower bound
- pattern recognition
- upper bound
- branch and bound algorithm
- convergence rate
- branch and bound
- data driven
- neural network
- image analysis
- image processing
- feature extraction
- worst case
- computer vision
- vc dimension
- convergence speed
- iterative algorithms
- bayesian modeling
- machine learning
- signal processing
- fuzzy sets
- optimal solution
- objective function
- lower and upper bounds
- pattern recognition problems
- number of iterations required
- probability density function
- image segmentation
- optimal cost
- learning algorithm