A more robust boosting algorithm
. Freund - 2009
An Adaptive Version of the Boost By Majority Algorithm
. Freund - 2000.
Logistic Regression, AdaBoost and Bregman Distances
. Collins, Schapire and Singer - 2000.
BoosTexter: A Boosting-based System for Text Categorization
. Schapire and Singer - 2000
The alternating decision tree learning algorithm
. Freund - 1999.
Improved Boosting Algorithms Using Confidence-rated Predictions
. Scapire and Singer - 1999.
A Short Introduction to Boosting
. Freund and Schapire - 1999.
Additive Logistic Regression: a Statistical View of Boosting
. Friedman, Hastie and Tibshirani - 1998.
A Decision-Theoretic Generalization of on-Line Learning and an Application to Boosting
. Freund and Schapire - 1997.
Boosting the Margin: A New Explanation for the Effectiveness of Voting Methods
. Schapire, Freund and Lee - 1997.
Experiments with a New Boosting Algorithm
. Freund and Schapire - 1996.
Boosting a Weak Learning Algorithm By Majority
. Freund - 1995.
Boosting by Robert Schapire at MLSS 2005.
Web sites devoted to boosting
For a list of papers relating to boosting, there are two excellent resources:
Rob Schapire's Boosting Website
contains links to many resources and papers.
contains a variety of pointers to papers and other resources.
This page last modified Monday, 22-Jun-2009 03:58:48 UTC