most citedRobust and Efficient Boosting Method using the Conditional Risk

15 citations · 15 across the 1 of their papers we have counts for

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1 paper

stat.ML2018★ 15 cited

Robust and Efficient Boosting Method using the Conditional Risk

Zhi Xiao, Zhe Luo, Bo Zhong +1

Well-known for its simplicity and effectiveness in classification, AdaBoost, however, suffers from overfitting when class-conditional distributions have significant overlap. Moreov…