376 citations · 472 across the 11 of their papers we have counts for
Showing 2014Show all
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stat.ME2014★ 53 cited
Extending Statistical Boosting - An Overview of Recent Methodological Developments
Andreas Mayr, Harald Binder, Olaf Gefeller +1
Boosting algorithms to simultaneously estimate and select predictor effects in statistical models have gained substantial interest during the last decade. This review article aims…
stat.ME2014★ 376 cited
The Evolution of Boosting Algorithms - From Machine Learning to Statistical Modelling
Andreas Mayr, Harald Binder, Olaf Gefeller +1
The concept of boosting emerged from the field of machine learning. The basic idea is to boost the accuracy of a weak classifying tool by combining various instances into a more ac…