Jinchi Lv

According to our database, Jinchi Lv authored at least 16 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM.

Wenxuan Zuo, Zifan Zhu, Yuxuan Du, Yi-Chun Yeh, Jed A. Fuhrman, Jinchi Lv, Yingying Fan, Fengzhu Sun

CoRR, 2024

2022

SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals.

Jianqing Fan, Yingying Fan, Jinchi Lv, Fan Yang

CoRR, 2022

FACT: High-Dimensional Random Forests Inference.

Chien-Ming Chi, Yingying Fan, Jinchi Lv

CoRR, 2022

2021

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Ni Huang, Probal Mojumder, Tianshu Sun, Jinchi Lv, Joseph M. Golden

Inf. Syst. Res., 2021

Nonsparse Learning with Latent Variables.

Zemin Zheng, Jinchi Lv, Wei Lin

Oper. Res., 2021

Dimension-Free Average Treatment Effect Inference with Deep Neural Networks.

Xinze Du, Yingying Fan, Jinchi Lv, Tianshu Sun, Patrick Vossler

CoRR, 2021

2019

SOFAR: Large-Scale Association Network Learning.

Yoshimasa Uematsu, Yingying Fan, Kun Chen, Jinchi Lv, Wei Lin

IEEE Trans. Inf. Theory, 2019

Scalable Interpretable Multi-Response Regression via SEED.

Zemin Zheng, Mohammad Taha Bahadori, Yan Liu, Jinchi Lv

J. Mach. Learn. Res., 2019

Nonuniformity of P-values Can Occur Early in Diverging Dimensions.

Yingying Fan, Emre Demirkaya, Jinchi Lv

J. Mach. Learn. Res., 2019

2018

IPAD: Stable Interpretable Forecasting with Knockoffs Inference.

Yingying Fan, Jinchi Lv, Mahrad Sharifvaghefi, Yoshimasa Uematsu

CoRR, 2018

DNN: A Two-Scale Distributional Tale of Heterogeneous Treatment Effect Inference.

Yingying Fan, Jinchi Lv, Jingbo Wang

CoRR, 2018

DeepPINK: reproducible feature selection in deep neural networks.

Yang Young Lu, Yingying Fan, Jinchi Lv, William Stafford Noble

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016

The Constrained Dantzig Selector with Enhanced Consistency.

Yinfei Kong, Zemin Zheng, Jinchi Lv

J. Mach. Learn. Res., 2016

Estimating and testing high-dimensional mediation effects in epigenetic studies.

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

Bioinform., 2016

2011

Nonconcave Penalized Likelihood With NP-Dimensionality.

Jianqing Fan, Jinchi Lv

IEEE Trans. Inf. Theory, 2011

2005

Compact space-like hypersurfaces in de Sitter space.

Jinchi Lv

Int. J. Math. Math. Sci., 2005