Soft Margins for AdaBoost (1998)

by Gunnar Rätsch , Takashi Onoda , Klaus-R. Müller
Citations:254 - 22 self

Active Bibliography

110 An introduction to boosting and leveraging – Ron Meir, Gunnar Rätsch - 2003
41 Constructing Boosting Algorithms from SVMs: An Application to One-class Classification – Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Klaus-Robert Müller - 2002
19 Barrier Boosting – Gunnar Rätsch, Manfred Warmuth, Sebastian Mika, Takashi Onoda, Steven Lemm, Klaus-Robert Müller
373 An introduction to kernel-based learning algorithms – Klaus-Robert Müller, Sebastian Mika, Gunnar Rätsch, Koji Tsuda, Bernhard Schölkopf - 2001
Two New Regularized AdaBoost Algorithms – Yijun Sun, Jian Li, William Hager
564 A Short Introduction to Boosting – Yoav Freund, Robert E. Schapire - 1999
42 Boosting with early stopping: convergence and consistency – Tong Zhang, Bin Yu - 2003
TOPICS IN REGULARIZATION AND BOOSTING – Jerome Friedman, Trevor Hastie, Robert Tibshirani
50 Theoretical Views of Boosting and Applications – Robert E. Schapire - 1999
6 SVM and Boosting: One Class – Gunnar Rätsch, Bernhard Schökopf, Sebastian Mika, Klaus-Robert Müller
18 Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces – Gunnar Rätsch, Ayhan Demiriz, Kristin Bennett - 2000
On the Existence of Linear Weak Learners and Applications to Boosting – Shie Mannor, Ron Meir, Yoshua Bengio, Dale Schuurmans - 2002
1 REDUCING THE OVERFITTING OF ADABOOST BY CONTROLLING ITS DATA DISTRIBUTION SKEWNESS – Yijun Sun, Sinisa Todorovic, Jian Li
8 On weak base hypotheses and their implications for boosting regression and classification – Wenxin Jiang - 1999
1 Applying Support Vector Machines and Boosting to a Non-Intrusive Monitoring System for Household Electric Appliances with Inverters – Takashi Onoda, Gunnar Rätsch, Klaus-Robert Müller
12 Regularizing AdaBoost – G. Rätsch, Takashi Onoda, Klaus R. Müller - 1999
15 Boosting Methods for Regression – Nigel Duffy, David Helmbold - 200
c ○ 2002 Kluwer Academic Publishers. Manufactured in The Netherlands. Boosting Methods for Regression ∗ – Nigel Duffy, David Helmbold, Jyrki Kivinen
10 An improvement of AdaBoost to avoid overfitting – Gunnar Rätsch, Takashi Onoda, Klaus Robert Müller - 1998