Parallelizing AdaBoost by weights dynamics
暂无分享,去创建一个
Cesare Furlanello | Stefano Merler | Bruno Caprile | B. Caprile | C. Furlanello | S. Merler | Cesare Furlanello
[1] Leo Breiman,et al. Classification and Regression Trees , 1984 .
[2] J. Ross Quinlan,et al. Bagging, Boosting, and C4.5 , 1996, AAAI/IAAI, Vol. 1.
[3] Yoav Freund,et al. A decision-theoretic generalization of on-line learning and an application to boosting , 1997, EuroCOLT.
[4] Yoav Freund,et al. Boosting the margin: A new explanation for the effectiveness of voting methods , 1997, ICML.
[5] Thomas G. Dietterich,et al. Pruning Adaptive Boosting , 1997, ICML.
[6] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[7] Peter L. Bartlett,et al. Boosting Algorithms as Gradient Descent , 1999, NIPS.
[8] E. Kontoghiorghes. Special issue on parallel processing and statistics , 1999 .
[9] J. Friedman. Special Invited Paper-Additive logistic regression: A statistical view of boosting , 2000 .
[10] Cesare Furlanello,et al. Highlighting Hard Patterns via AdaBoost Weights Evolution , 2002, Multiple Classifier Systems.
[11] Gunnar Rätsch,et al. Soft Margins for AdaBoost , 2001, Machine Learning.
[12] Thomas G. Dietterich. An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization , 2000, Machine Learning.
[13] Geoffrey I. Webb,et al. MultiBoosting: A Technique for Combining Boosting and Wagging , 2000, Machine Learning.
[14] Cynthia Rudin,et al. The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins , 2004, J. Mach. Learn. Res..
[15] Yoram Singer,et al. Logistic Regression, AdaBoost and Bregman Distances , 2000, Machine Learning.
[16] Zoran Obradovic,et al. Boosting Algorithms for Parallel and Distributed Learning , 2022 .
[17] Eric Bauer,et al. An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants , 1999, Machine Learning.
[18] Leo Breiman,et al. Bagging Predictors , 1996, Machine Learning.
[19] Erricos John Kontoghiorghes,et al. Handbook of Parallel Computing and Statistics (Statistics, Textbooks and Monographs) , 2005 .
[20] Erricos John Kontoghiorghes,et al. Handbook of Parallel Computing and Statistics , 2005 .
[21] Susan A. Murphy,et al. Monographs on statistics and applied probability , 1990 .