Dynamic Hyperparameter Scaling Method for LVQ Algorithms.
Sambu SeoKlaus ObermayerPublished in: IJCNN (2006)
Keyphrases
- theoretical analysis
- computational cost
- computational complexity
- significant improvement
- highly efficient
- combinatorial optimization
- high accuracy
- computational efficiency
- search methods
- similarity measure
- recently developed
- pairwise
- evolutionary algorithm
- machine learning methods
- data sets
- segmentation method
- computationally efficient
- high computational complexity
- input data
- gaussian processes
- optimization algorithm
- dynamic environments
- unsupervised learning
- feature set
- dynamic programming
- training set
- data structure
- objective function
- decision trees
- learning algorithm