Jinchi Lv

According to our database, Jinchi Lv authored at least 29 papers between 2005 and 2026.

Collaborative distances:

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

2026

CART Random Forests as Sequential Allocation over Random Opportunity Sets: A Stochastic-Control Theory of Ensemble Risk.

Tianxing Mei, Yingying Fan, Mingming Leng, Jinchi Lv

CoRR, May, 2026

Harnessing Unimodality in Semiparametric Contextual Pricing via Oracle Price Map Learning.

Yingying Fan, Yuxuan Han, Jinchi Lv, Xiaocong Xu, Zhengyuan Zhou

CoRR, May, 2026

SMART: A Spectral Transfer Approach to Multi-Task Learning.

Boxin Zhao, Mladen Kolar, Jinchi Lv

CoRR, April, 2026

LIDS: LLM Summary Inference Under the Layered Lens.

Dylan Park, Yingying Fan, Jinchi Lv

CoRR, March, 2026

2025

MOSAIC: Minimax-Optimal Sparsity-Adaptive Inference for Change Points in Dynamic Networks.

Yingying Fan, Jingyuan Liu, Jinchi Lv, Ao Sun

CoRR, September, 2025

LLM-Powered CPI Prediction Inference with Online Text Time Series.

Yingying Fan, Jinchi Lv, Ao Sun, Yurou Wang

CoRR, June, 2025

SOFARI-R: High-Dimensional Manifold-Based Inference for Latent Responses.

Zemin Zheng, Xin Zhou, Jinchi Lv

CoRR, April, 2025

Asymptotic Theory of Eigenvectors for Latent Embeddings with Generalized Laplacian Matrices.

Jianqing Fan, Yingying Fan, Jinchi Lv, Fan Yang, Diwen Yu

CoRR, March, 2025

Asymptotic FDR Control with Model-X Knockoffs: Is Moments Matching Sufficient?

Yingying Fan, Lan Gao, Jinchi Lv, Xiaocong Xu

CoRR, February, 2025

DeepDeconUQ estimates malignant cell fraction prediction intervals in bulk RNA-seq tissue.

Jiawei Huang, Yuxuan Du, Kevin R. Kelly, Jinchi Lv, Yingying Fan, Jiang F. Zhong, Fengzhu Sun

PLoS Comput. Biol., 2025

Precise Asymptotics and Refined Regret of Variance-Aware UCB.

Yingying Fan, Yuxuan Han, Jinchi Lv, Xiaocong Xu, Zhengyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

HNCI: High-Dimensional Network Causal Inference.

Wenqin Du, Rundong Ding, Yingying Fan, Jinchi Lv

CoRR, 2024

Exogenous Randomness Empowering Random Forests.

Tianxing Mei, Yingying Fan, Jinchi Lv

CoRR, 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