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2020 – today
- 2024
[i7]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 abs/2404.04317 (2024)- 2022
- [i6]Chien-Ming Chi, Yingying Fan, Jinchi Lv:
FACT: High-Dimensional Random Forests Inference. CoRR abs/2207.01678 (2022) - [i5]Jianqing Fan, Yingying Fan, Jinchi Lv, Fan Yang:
SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals. CoRR abs/2211.00128 (2022) - 2021
- [j9]Zemin Zheng
, Jinchi Lv, Wei Lin:
Nonsparse Learning with Latent Variables. Oper. Res. 69(1): 346-359 (2021) - [j8]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): 914-931 (2021) - [i4]Xinze Du, Yingying Fan, Jinchi Lv, Tianshu Sun, Patrick Vossler:
Dimension-Free Average Treatment Effect Inference with Deep Neural Networks. CoRR abs/2112.01574 (2021)
2010 – 2019
- 2019
- [j7]Yingying Fan, Emre Demirkaya, Jinchi Lv:
Nonuniformity of P-values Can Occur Early in Diverging Dimensions. J. Mach. Learn. Res. 20: 77:1-77:33 (2019) - [j6]Zemin Zheng, Mohammad Taha Bahadori, Yan Liu, Jinchi Lv:
Scalable Interpretable Multi-Response Regression via SEED. J. Mach. Learn. Res. 20: 107:1-107:34 (2019) - [j5]Yoshimasa Uematsu, Yingying Fan, Kun Chen, Jinchi Lv, Wei Lin:
SOFAR: Large-Scale Association Network Learning. IEEE Trans. Inf. Theory 65(8): 4924-4939 (2019) - 2018
- [c1]Yang Young Lu, Yingying Fan, Jinchi Lv, William Stafford Noble:
DeepPINK: reproducible feature selection in deep neural networks. NeurIPS 2018: 8690-8700 - [i3]Yingying Fan, Jinchi Lv, Jingbo Wang:
DNN: A Two-Scale Distributional Tale of Heterogeneous Treatment Effect Inference. CoRR abs/1808.08469 (2018) - [i2]Yang Young Lu, Yingying Fan, Jinchi Lv, William Stafford Noble:
DeepPINK: reproducible feature selection in deep neural networks. CoRR abs/1809.01185 (2018) - [i1]Yingying Fan, Jinchi Lv, Mahrad Sharifvaghefi, Yoshimasa Uematsu:
IPAD: Stable Interpretable Forecasting with Knockoffs Inference. CoRR abs/1809.05032 (2018) - 2016
- [j4]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): 3150-3154 (2016) - [j3]Yinfei Kong, Zemin Zheng, Jinchi Lv:
The Constrained Dantzig Selector with Enhanced Consistency. J. Mach. Learn. Res. 17: 123:1-123:22 (2016) - 2011
- [j2]Jianqing Fan, Jinchi Lv:
Nonconcave Penalized Likelihood With NP-Dimensionality. IEEE Trans. Inf. Theory 57(8): 5467-5484 (2011)
2000 – 2009
- 2005
- [j1]Jinchi Lv:
Compact space-like hypersurfaces in de Sitter space. Int. J. Math. Math. Sci. 2005(13): 2053-2069 (2005)
Coauthor Index
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