Boosting Algorithms as Gradient Descent.

Llew Mason Jonathan Baxter Peter L. Bartlett Marcus R. Frean

Published in: NIPS (1999)

Keyphrases

boosting algorithms
loss function
multi class
cost sensitive
weak learners
pairwise
binary classification
support vector
generalization error
stochastic gradient descent
objective function
machine learning
image classification
base classifiers
reinforcement learning
training data
learning algorithm