weak learning condition
Country:
- North America > United States > Michigan > Washtenaw County > Ann Arbor (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Country:
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > Canada (0.04)
- Asia > Middle East > Jordan (0.04)
- Asia > China (0.04)
Technology:
GeneralizedBoosting
Boosting is a widely used learning technique in machine learning for solving classificationproblems.
Country:
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- Asia > China (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.48)
Online multiclass boosting
Young Hun Jung, Jack Goetz, Ambuj Tewari
Recent work has extended the theoretical analysis of boosting algorithms to multi-class problems and to online settings.
Country:
- North America > United States > Michigan > Washtenaw County > Ann Arbor (0.14)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Generalized Boosting
Moreover, we identify the drawbacks of these greedy algorithms and propose new algorithms that fix these issues.
Country:
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > Canada (0.04)
- Asia > Middle East > Jordan (0.04)
- Asia > China (0.04)
Technology:
Country:
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
- North America > Canada (0.04)
- Asia > Middle East > Jordan (0.04)
- Asia > China (0.04)
Technology:
Online Agnostic Multiclass Boosting
Second, the vast majority of classification tasks require more than two labels, a prominent example being image classification.
Country:
- North America > United States > Michigan > Washtenaw County > Ann Arbor (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)