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20152026
most citedA Direct Approach for Sparse Quadratic Discriminant Analysis

20 citations · 64 across the 12 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

stat.ME2021★ 1 cited

Linear Discriminant Analysis with High-dimensional Mixed Variables

Binyan Jiang, Chenlei Leng, Cheng Wang +2

Datasets containing both categorical and continuous variables are frequently encountered in many areas, and with the rapid development of modern measurement technologies, the dimen…

stat.CO2021

MARS: A second-order reduction algorithm for high-dimensional sparse precision matrices estimation

Qian LI, Binyan Jiang, Defeng Sun

Estimation of the precision matrix (or inverse covariance matrix) is of great importance in statistical data analysis and machine learning. However, as the number of parameters sca…