Junxian Zhu

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Simplex Constrained Sparse Optimization via Tail Screening.
J. Mach. Learn. Res.
Peng Chen, Jin Zhu, Junxian Zhu, Xueqin Wang
2024 J jnl
Sparsity-Constraint Optimization via Splicing Iteration.
CoRR
Zezhi Wang, Jin Zhu, Junxian Zhu, Borui Tang, Hongmei Lin, Xueqin Wang
2024 J jnl
skscope: Fast Sparsity-Constrained Optimization in Python.
CoRR
Zezhi Wang, Jin Zhu, Peng Chen, Huiyang Peng, Xiaoke Zhang, Anran Wang, Yu Zheng, Junxian Zhu, Xueqin Wang
2024 J jnl
skscope: Fast Sparsity-Constrained Optimization in Python.
J. Mach. Learn. Res.
Zezhi Wang, Junxian Zhu, Xueqin Wang, Jin Zhu, Huiyang Peng, Peng Chen, Anran Wang, Xiaoke Zhang
2023 J jnl
A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models.
CoRR
Borui Tang, Jin Zhu, Junxian Zhu, Xueqin Wang, Heping Zhang
2023 J jnl
A Splicing Approach to Best Subset of Groups Selection.
INFORMS J. Comput.
Yanhang Zhang, Junxian Zhu, Jin Zhu, Xueqin Wang
2023 J jnl
Best-Subset Selection in Generalized Linear Models: A Fast and Consistent Algorithm via Splicing Technique.
CoRR
Junxian Zhu, Jin Zhu, Borui Tang, Xuanyu Chen, Hongmei Lin, Xueqin Wang
2022 J jnl
A silicon carbide high gain differential amplifier for extreme temperature applications.
Microelectron. J.
Jie Yang, Junxian Zhu
2022 J jnl
abess: A Fast Best-Subset Selection Library in Python and R.
J. Mach. Learn. Res.
Jin Zhu, Xueqin Wang, Liyuan Hu, Junhao Huang, Kangkang Jiang, Yanhang Zhang, Shiyun Lin, Junxian Zhu
2021 J jnl
Certifiably Polynomial Algorithm for Best Group Subset Selection.
CoRR
Yanhang Zhang, Junxian Zhu, Jin Zhu, Xueqin Wang
2021 J jnl
abess: A Fast Best Subset Selection Library in Python and R.
CoRR
Jin Zhu, Liyuan Hu, Junhao Huang, Kangkang Jiang, Yanhang Zhang, Shiyun Lin, Junxian Zhu, Xueqin Wang