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stat.CO2023
Online Kernel Sliced Inverse Regression
Wenquan Cui, Yue Zhao, Jianjun Xu +1
Online dimension reduction is a common method for high-dimensional streaming data processing. Online principal component analysis, online sliced inverse regression, online kernel p…
stat.CO2020
Online Sparse Sliced Inverse Regression
Haoyang Cheng, Wenquan Cui, Xu Jianjun
Due to the demand for tackling the problem of streaming data with high dimensional covariates, we propose an online sparse sliced inverse regression (OSSIR) method for online suffi…