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» Boosting ridge regression

175

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MCS
2009
Springer

128views Pattern Recognition» more MCS 2009»

Regularized Linear Models in Stacked Generalization

15 years 10 months ago

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Abstract. Stacked generalization is a ﬂexible method for multiple classiﬁer combination; however, it tends to overﬁt unless the combiner function is suﬃciently smooth. Prev...

Samuel Robert Reid, Gregory Z. Grudic

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125

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COLT
2003
Springer

114views Machine Learning» more COLT 2003»

Robust Regression by Boosting the Median

15 years 11 months ago

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Balázs Kégl

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112

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COLT
2000
Springer

99views Machine Learning» more COLT 2000»

Logistic Regression, AdaBoost and Bregman Distances

15 years 10 months ago

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Michael Collins, Robert E. Schapire, Yoram Singer

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181

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MCS
2002
Springer

146views Pattern Recognition» more MCS 2002»

Support Vector Machines, Kernel Logistic Regression and Boosting

15 years 5 months ago

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Ji Zhu, Trevor Hastie

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102

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NECO
2007

71views more NECO 2007»

Nonparametric Modeling of Neural Point Processes via Stochastic Gradient Boosting Regression

15 years 5 months ago

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