BOOSTING PERFORMANCE IN NEURAL NETWORKS
A boosting algorithm, based on the probably approximately correct (PAC) learning model is used to construct an ensemble of neural networks that significantly improves performanc...
Publications
3 shownImproving Performance in Neural Networks Using a Boosting Algorithm
A boosting algorithm converts a learning machine with error rate less than 50% to one with an arbitrarily low error rate. However, the algorithm discussed here depends on having...
Efficient Pattern Recognition Using a New Transformation Distance
Memory-based classification algorithms such as radial basis functions or K-nearest neighbors typically rely on simple distances (Euclidean, dot product...), which are not partic...
Frequent Co-Authors
Researcher Info
- h-index
- 3
- Publications
- 3
- Citations
- 806
- Institution
- Microsoft (United States)
External Links
Impact Metrics
h-index
3
h-index: Number of publications with at least h citations each.