Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces (2000)

by Gunnar Rätsch , Ayhan Demiriz , Kristin Bennett
Citations:19 - 9 self

Active Bibliography

111 An introduction to boosting and leveraging – Ron Meir, Gunnar Rätsch - 2003
42 Constructing Boosting Algorithms from SVMs: An Application to One-class Classification – Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Klaus-Robert Müller - 2002
18 Barrier Boosting – Gunnar Rätsch, Manfred Warmuth, Sebastian Mika, Takashi Onoda, Steven Lemm, Klaus-Robert Müller
6 SVM and Boosting: One Class – Gunnar Rätsch, Bernhard Schökopf, Sebastian Mika, Klaus-Robert Müller
375 An introduction to kernel-based learning algorithms – Klaus-Robert Müller, Sebastian Mika, Gunnar Rätsch, Koji Tsuda, Bernhard Schölkopf - 2001
114 Boosting Algorithms as Gradient Descent – Llew Mason, Jonathan Baxter, Peter Bartlett, Marcus Frean - 2000
47 Boosting Algorithms as Gradient Descent in Function Space – Llew Mason, Jonathan Baxter, Peter Bartlett, Marcus Frean - 1999
8 Infinite ensemble learning with support vector machines – Hsuan-tien Lin - 2005
1 A review of RKHS methods in machine learning – Thomas Hofmann, Bernhard Schölkopf, Alexander J. Smola - 2006
1 REDUCING THE OVERFITTING OF ADABOOST BY CONTROLLING ITS DATA DISTRIBUTION SKEWNESS – Yijun Sun, Sinisa Todorovic, Jian Li
254 Soft Margins for AdaBoost – Gunnar Rätsch, Takashi Onoda, Klaus-R. Müller - 1998
22 AdaBoost is consistent – Peter L. Bartlett, Yoav Freund - 2006
2 A refined margin analysis for boosting algorithms via equilibrium margin – Liwei Wang, Masashi Sugiyama, Zhaoxiang Jing, Cheng Yang, Zhi-hua Zhou, Jufu Feng, Manfred Warmuth - 2011
10 On the convergence of leveraging – Gunnar Rätsch, Sebastian Mika, Manfred K. Warmuth - 2002
15 Boosting Methods for Regression – Nigel Duffy, David Helmbold - 200
18 Leveraging for Regression – Nigel Duffy, David Helmbold - 2000
50 Theoretical Views of Boosting and Applications – Robert E. Schapire - 1999
571 A Short Introduction to Boosting – Yoav Freund, Robert E. Schapire - 1999
Two New Regularized AdaBoost Algorithms – Yijun Sun, Jian Li, William Hager