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» Logistic Regression, AdaBoost and Bregman Distances
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COLT
2000
Springer
13 years 10 months ago
Logistic Regression, AdaBoost and Bregman Distances
Michael Collins, Robert E. Schapire, Yoram Singer
ICML
2004
IEEE
14 years 6 months ago
Surrogate maximization/minimization algorithms for AdaBoost and the logistic regression model
Surrogate maximization (or minimization) (SM) algorithms are a family of algorithms that can be regarded as a generalization of expectation-maximization (EM) algorithms. There are...
Zhihua Zhang, James T. Kwok, Dit-Yan Yeung
ICPR
2008
IEEE
14 years 7 months ago
Bregman distance to L1 regularized logistic regression
In this work we investigate the relationship between Bregman distances and regularized Logistic Regression model. We present a detailed study of Bregman Distance minimization, a f...
Mithun Das Gupta, Thomas S. Huang