Jinchi Lv

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 15

Top Topics

Classification And Regression Trees

Method For Feature Selection

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Inf. Theory

Publications

Wenxuan Zuo, Zifan Zhu, Yuxuan Du, Yi-Chun Yeh, Jed A. Fuhrman, Jinchi Lv, Yingying Fan, Fengzhu Sun
DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM. CoRR (2024)
Chien-Ming Chi, Yingying Fan, Jinchi Lv
FACT: High-Dimensional Random Forests Inference. CoRR (2022)
Jianqing Fan, Yingying Fan, Jinchi Lv, Fan Yang
SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals. CoRR (2022)
Ni Huang, Probal Mojumder, Tianshu Sun, Jinchi Lv, Joseph M. Golden
Not Registered? Please Sign Up First: A Randomized Field Experiment on the Ex Ante Registration Request. Inf. Syst. Res. 32 (3) (2021)
Xinze Du, Yingying Fan, Jinchi Lv, Tianshu Sun, Patrick Vossler
Dimension-Free Average Treatment Effect Inference with Deep Neural Networks. CoRR (2021)
Zemin Zheng, Jinchi Lv, Wei Lin
Nonsparse Learning with Latent Variables. Oper. Res. 69 (1) (2021)
Zemin Zheng, Mohammad Taha Bahadori, Yan Liu, Jinchi Lv
Scalable Interpretable Multi-Response Regression via SEED. J. Mach. Learn. Res. 20 (2019)
Yingying Fan, Emre Demirkaya, Jinchi Lv
Nonuniformity of P-values Can Occur Early in Diverging Dimensions. J. Mach. Learn. Res. 20 (2019)
Yoshimasa Uematsu, Yingying Fan, Kun Chen, Jinchi Lv, Wei Lin
SOFAR: Large-Scale Association Network Learning. IEEE Trans. Inf. Theory 65 (8) (2019)
Yang Young Lu, Yingying Fan, Jinchi Lv, William Stafford Noble
DeepPINK: reproducible feature selection in deep neural networks. NeurIPS (2018)
Yingying Fan, Jinchi Lv, Jingbo Wang
DNN: A Two-Scale Distributional Tale of Heterogeneous Treatment Effect Inference. CoRR (2018)
Yang Young Lu, Yingying Fan, Jinchi Lv, William Stafford Noble
DeepPINK: reproducible feature selection in deep neural networks. CoRR (2018)
Yingying Fan, Jinchi Lv, Mahrad Sharifvaghefi, Yoshimasa Uematsu
IPAD: Stable Interpretable Forecasting with Knockoffs Inference. CoRR (2018)
Haixiang Zhang, Yinan Zheng, Zhou Zhang, Tao Gao, Brian Joyce, Grace Yoon, Wei Zhang, Joel Schwartz, Allan C. Just, Elena Colicino, Pantel Vokonas, Lihui Zhao, Jinchi Lv, Andrea A. Baccarelli, Lifang Hou, Lei Liu
Estimating and testing high-dimensional mediation effects in epigenetic studies. Bioinform. 32 (20) (2016)
Yinfei Kong, Zemin Zheng, Jinchi Lv
The Constrained Dantzig Selector with Enhanced Consistency. J. Mach. Learn. Res. 17 (2016)
Jianqing Fan, Jinchi Lv
Nonconcave Penalized Likelihood With NP-Dimensionality. IEEE Trans. Inf. Theory 57 (8) (2011)
Jinchi Lv
Compact space-like hypersurfaces in de Sitter space. Int. J. Math. Math. Sci. 2005 (13) (2005)