The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins.
Cynthia RudinIngrid DaubechiesRobert E. SchapirePublished in: J. Mach. Learn. Res. (2004)
Keyphrases
- initial conditions
- animal behavior
- convergence speed
- object detection
- training data
- multi class
- communication patterns
- dynamic behavior
- collective behavior
- face detection
- dynamic model
- convergence rate
- behavior patterns
- decision trees
- upper bound
- social networks
- agent based models
- behavioral patterns
- generalization error
- learning algorithm
- dynamical systems
- social behavior
- iterative learning control
- evolutionary algorithm