41 citations · 111 across the 29 of their papers we have counts for
Showing stat.COShow all
3 papers · 1 filter
stat.CO2023
A Survey of Numerical Algorithms that can Solve the Lasso Problems
Yujie Zhao, Xiaoming Huo
In statistics, the least absolute shrinkage and selection operator (Lasso) is a regression method that performs both variable selection and regularization. There is a lot of litera…
stat.CO2019
Optimal Projections in the Distance-Based Statistical Methods
Chuanping Yu, Xiaoming Huo
This paper introduces a new way to calculate distance-based statistics, particularly when the data are multivariate. The main idea is to pre-calculate the optimal projection direct…
stat.CO2014★ 3 cited
Fast Computing for Distance Covariance
Xiaoming Huo, Gabor J. Szekely
Distance covariance and distance correlation have been widely adopted in measuring dependence of a pair of random variables or random vectors. If the computation of distance covari…