Search Results for author: Xin Dang

Found 2 papers, 1 papers with code

Estimating Feature-Label Dependence Using Gini Distance Statistics

1 code implementation5 Jun 2019 Silu Zhang, Xin Dang, Dao Nguyen, Dawn Wilkins, Yixin Chen

Uniform convergence bounds and asymptotic bounds are derived for the test statistics.

Density Estimation

Robust and Efficient Boosting Method using the Conditional Risk

no code implementations21 Jun 2018 Zhi Xiao, Zhe Luo, Bo Zhong, Xin Dang

(2) It introduces a "trustworthiness" measure on training samples via the Bayesian risk rule, and hence the resulting classifier tends to have finite sample performance that is superior to that of the original AdaBoost when there is a large overlap between class conditional distributions.

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