Xin Zhang

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dimension selection in tensor decompositions and envelope models.
J. Multivar. Anal.
Xin Zhang, Wenbiao Zhao, Lixing Zhu
2026 J jnl
Envelope Inverse Regression for Dimension Reduction: A Review and New Perspectives.
J. Syst. Sci. Complex.
Jing Zeng, Ning Wang, Xin Zhang
2026 J jnl
Kernelized Discriminant Analysis for Joint Modeling of Multivariate Categorical Responses.
J. Comput. Graph. Stat.
Yisen Jin, Xin Zhang, Aaron J. Molstad
2024 J jnl
A Multilinear Least-Squares Formulation for Sparse Tensor Canonical Correlation Analysis.
Trans. Mach. Learn. Res.
Jun Yu, Zhaoming Kong, Kun Chen, Xin Zhang, Yong Chen, Lifang He
2024 J jnl
Conditional mean dimension reduction for tensor time series.
Comput. Stat. Data Anal.
Chung Eun Lee, Xin Zhang
2024 J jnl
Multi-Response Linear Discriminant Analysis in High Dimensions.
J. Mach. Learn. Res.
Kai Deng, Xin Zhang, Aaron J. Molstad
2024 J jnl
Statistical analysis for a penalized EM algorithm in high-dimensional mixture linear regression model.
J. Mach. Learn. Res.
Ning Wang, Xin Zhang, Qing Mai
2022 J jnl
Dimension Reduction Forests: Local Variable Importance Using Structured Random Forests.
J. Comput. Graph. Stat.
Joshua Daniel Loyal, Ruoqing Zhu, Yifan Cui, Xin Zhang
2022 J jnl
Fast and Separable Estimation in High-Dimensional Tensor Gaussian Graphical Models.
J. Comput. Graph. Stat.
Keqian Min, Qing Mai, Xin Zhang
2021 J jnl
TRES: An R Package for Tensor Regression and Envelope Algorithms.
J. Stat. Softw.
Jing Zeng, Wenjing Wang, Xin Zhang
2020 J jnl
TULIP: A Toolbox for Linear Discriminant Analysis with Penalties.
R J.
Yuqing Pan, Qing Mai, Xin Zhang
2020 J jnl
The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response.
J. Mach. Learn. Res.
Xin Zhang, Qing Mai, Hui Zou
2019 J jnl
Efficient Integration of Sufficient Dimension Reduction and Prediction in Discriminant Analysis.
Technometrics
Xin Zhang, Qing Mai
2019 J jnl
orthoDr: Semiparametric Dimension Reduction via Orthogonality Constrained Optimization.
R J.
Ruoqing Zhu, Jiyang Zhang, Ruilin Zhao, Peng Xu, Wenzhuo Zhou, Xin Zhang
2018 J jnl
Functional envelope for model-free sufficient dimension reduction.
J. Multivar. Anal.
Xin Zhang, Chong Wang, Yichao Wu
2017 J jnl
Tensor Envelope Partial Least-Squares Regression.
Technometrics
Xin Zhang, Lexin Li
2015 J jnl
Simultaneous Envelopes for Multivariate Linear Regression.
Technometrics
R. Dennis Cook, Xin Zhang