Jianqing Fan

Identifiers

• name variant Jianqing Fan 0.60 · backfill

Papers (106)

1. A Theory on Flow Matching with Neural Networks cs.LG · 2026 · author #4
2. Optimally taming biases in black-box models for efficient semiparametric estimation math.ST · 2026 · author #4
3. Rejoinder: The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review stat.AP · 2026 · author #7
4. Optimal Semiparametric Dynamic Pricing with Feature Diversity stat.ME · 2026 · author #3
5. Neural Generative Distributional Regression stat.ME · 2026 · author #2
6. SMART Fine-tuning Factor Augmented Neural Lasso stat.ML · 2026 · author #2
7. Neyman-Pearson and equal opportunity: when efficiency meets fairness in classification stat.ME · 2023 · author #1
8. Low-Rank Principal Eigenmatrix Analysis stat.ML · 2019 · author #3
9. A Selective Overview of Deep Learning stat.ML · 2019 · author #1
10. Bayesian Factor-adjusted Sparse Regression stat.ME · 2019 · author #1
11. Higher Moment Estimation for Elliptically-distributed Data: Is it Necessary to Use a Sledgehammer to Crack an Egg? stat.ME · 2018 · author #3
12. Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models and Phase Retrieval math.ST · 2018 · author #1
13. Robust high dimensional factor models with applications to statistical machine learning stat.ME · 2018 · author #1
14. Tensor Methods for Additive Index Models under Discordance and Heterogeneity math.ST · 2018 · author #2
15. Optimal Subspace Estimation Using Overidentifying Vectors via Generalized Method of Moments stat.ME · 2018 · author #1
16. Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval stat.ML · 2018 · author #3
17. Hoeffding's lemma for Markov Chains and its applications to statistical learning math.ST · 2018 · author #1
18. Principal component analysis for big data stat.ME · 2018 · author #1
19. FarmTest: Factor-Adjusted Robust Multiple Testing with Approximate False Discovery Control stat.ME · 2017 · author #1
20. A New Perspective on Robust $M$-Estimation: Finite Sample Theory and Applications to Dependence-Adjusted Multiple Testing math.ST · 2017 · author #3
21. Generalized High-Dimensional Trace Regression via Nuclear Norm Regularization stat.ME · 2017 · author #1
22. Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank math.ST · 2017 · author #2
23. Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking stat.ML · 2017 · author #2
24. Adaptive Huber Regression math.ST · 2017 · author #3
25. Distributed Estimation of Principal Eigenspaces stat.CO · 2017 · author #1
26. Factor-Adjusted Regularized Model Selection stat.ME · 2016 · author #1
27. Embracing the Blessing of Dimensionality in Factor Models math.ST · 2016 · author #3
28. Structured Correlation Detection with Application to Colocalization Analysis in Dual-Channel Fluorescence Microscopic Imaging math.ST · 2016 · author #2
29. A Shrinkage Principle for Heavy-Tailed Data: High-Dimensional Robust Low-Rank Matrix Recovery math.ST · 2016 · author #1
30. Augmented Factor Models with Applications to Validating Market Risk Factors and Forecasting Bond Risk Premia stat.ME · 2016 · author #1
31. An $\ell_{\infty}$ Eigenvector Perturbation Bound and Its Application to Robust Covariance Estimation math.ST · 2016 · author #1
32. Heterogeneity Adjustment with Applications to Graphical Model Inference stat.ME · 2016 · author #1
33. Robust Covariance Estimation for Approximate Factor Models stat.ME · 2016 · author #1
34. Guarding against Spurious Discoveries in High Dimensions math.ST · 2015 · author #1
35. Distributed Estimation and Inference with Statistical Guarantees math.ST · 2015 · author #2
36. Large Covariance Estimation through Elliptical Factor Models stat.ME · 2015 · author #1
37. I-LAMM for Sparse Learning: Simultaneous Control of Algorithmic Complexity and Statistical Error math.ST · 2015 · author #1
38. Sufficient Forecasting Using Factor Models math.ST · 2015 · author #1
39. An Overview on the Estimation of Large Covariance and Precision Matrices stat.ME · 2015 · author #1
40. Asymptotics of Empirical Eigen-structure for Ultra-high Dimensional Spiked Covariance Model math.ST · 2015 · author #1
41. Are Discoveries Spurious? Distributions of Maximum Spurious Correlations and Their Applications math.ST · 2015 · author #1
42. Robust Inference of Risks of Large Portfolios math.ST · 2015 · author #1
43. A Projection Based Conditional Dependence Measure with Applications to High-dimensional Undirected Graphical Models stat.ME · 2015 · author #1
44. Robust Estimation of High-Dimensional Mean Regression math.ST · 2014 · author #1
45. Estimation of functionals of sparse covariance matrices math.ST · 2014 · author #1
46. Sparsifying the Fisher Linear Discriminant by Rotation stat.ME · 2014 · author #3
47. Projected principal component analysis in factor models stat.ME · 2014 · author #1
48. Discussion: "A significance test for the lasso" math.ST · 2014 · author #1
49. High Dimensional Semiparametric Latent Graphical Model for Mixed Data stat.ML · 2014 · author #1
50. Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification stat.ME · 2013 · author #1
51. Multiscale adaptive smoothing models for the hemodynamic response function in fMRI stat.AP · 2013 · author #3
52. QUADRO: A supervised dimension reduction method via Rayleigh quotient optimization stat.ME · 2013 · author #1
53. Power Enhancement in High Dimensional Cross-Sectional Tests stat.ME · 2013 · author #1
54. Spatially Varying Coefficient Model for Neuroimaging Data with Jump Discontinuities stat.ME · 2013 · author #2
55. Challenges of Big Data Analysis stat.ML · 2013 · author #1
56. Distributions of Angles in Random Packing on Spheres math.ST · 2013 · author #2
57. Estimation of False Discovery Proportion with Unknown Dependence stat.ME · 2013 · author #1
58. Regularity Properties for Sparse Regression math.ST · 2013 · author #2
59. Homogeneity in Regression stat.ME · 2013 · author #2
60. Nonparametric Independence Screening in Sparse Ultra-High Dimensional Varying Coefficient Models math.ST · 2013 · author #1
61. Risks of Large Portfolios stat.AP · 2013 · author #1
62. Communication Learning in Social Networks: Finite Population and the Rates cs.SI · 2012 · author #1
63. Partial Consistency with Sparse Incidental Parameters math.ST · 2012 · author #1
64. Strong oracle optimality of folded concave penalized estimation math.ST · 2012 · author #1
65. Conditional Sure Independence Screening math.ST · 2012 · author #2
66. Adaptive robust variable selection math.ST · 2012 · author #1
67. Covariate assisted screening and estimation math.ST · 2012 · author #3
68. Endogeneity in high dimensions math.ST · 2012 · author #1
69. Large Covariance Estimation by Thresholding Principal Orthogonal Complements math.ST · 2011 · author #1
70. High-dimensional covariance matrix estimation in approximate factor models stat.ME · 2011 · author #1
71. Multiple testing via $FDR_L$ for large-scale imaging data math.ST · 2011 · author #2
72. Varying-coefficient functional linear regression math.ST · 2011 · author #2
73. Control of the False Discovery Rate Under Arbitrary Covariance Dependence stat.ME · 2010 · author #3
74. A ROAD to Classification in High Dimensional Space stat.ML · 2010 · author #1
75. Nonparametric tests of the Markov hypothesis in continuous-time models math.ST · 2010 · author #2
76. Nonparametric estimation of genewise variance for microarray data math.ST · 2010 · author #1
77. Estimating False Discovery Proportion Under Arbitrary Covariance Dependence stat.ME · 2010 · author #1
78. Estimation in additive models with highly or nonhighly correlated covariates math.ST · 2010 · author #3
79. Variance Estimation Using Refitted Cross-validation in Ultrahigh Dimensional Regression stat.ME · 2010 · author #1
80. Vast Volatility Matrix Estimation using High Frequency Data for Portfolio Selection q-fin.PM · 2010 · author #1
81. High-dimensional variable selection for Cox's proportional hazards model stat.ML · 2010 · author #1
82. Non-Gaussian Quasi Maximum Likelihood Estimation of GARCH Models stat.ME · 2010 · author #3
83. Penalized Composite Quasi-Likelihood for Ultrahigh-Dimensional Variable Selection stat.ME · 2009 · author #2
84. Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models stat.ME · 2009 · author #1
85. Local quasi-likelihood with a parametric guide math.ST · 2009 · author #1
86. A Selective Overview of Variable Selection in High Dimensional Feature Space (Invited Review Article) math.ST · 2009 · author #1
87. Non-Concave Penalized Likelihood with NP-Dimensionality math.ST · 2009 · author #1
88. A semiparametric model for cluster data math.ST · 2009 · author #2
89. Network exploration via the adaptive LASSO and SCAD penalties stat.AP · 2009 · author #1
90. Sure independence screening in generalized linear models with NP-dimensionality stat.ME · 2009 · author #1
91. Ultrahigh dimensional variable selection: beyond the linear model stat.ME · 2008 · author #1
92. Asset Allocation and Risk Assessment with Gross Exposure Constraints for Vast Portfolios q-fin.PM · 2008 · author #1
93. Sparsistency and rates of convergence in large covariance matrix estimation math.ST · 2007 · author #2
94. Hazard models with varying coefficients for multivariate failure time data math.ST · 2007 · author #2
95. High Dimensional Covariance Matrix Estimation Using a Factor Model math.ST · 2007 · author #1
96. High-dimensional classification using features annealed independence rules math.ST · 2007 · author #1
97. Aggregation of Nonparametric Estimators for Volatility Matrix math.ST · 2007 · author #1
98. Sure Independence Screening for Ultra-High Dimensional Feature Space math.ST · 2006 · author #1
99. Local partial-likelihood estimation for lifetime data math.ST · 2006 · author #1
100. Statistical Challenges with High Dimensionality: Feature Selection in Knowledge Discovery math.ST · 2006 · author #1
101. Dynamic Integration of Time- and State-domain Methods for Volatility Estimation math.ST · 2005 · author #1
102. Assessing prediction error of nonparametric regression and classification under Bregman divergence math.ST · 2005 · author #1
103. Modelling multivariate volatilies via conditionally uncorrelated components math.ST · 2005 · author #1
104. Sieve empirical likelihood ratio tests for nonparametric functions math.ST · 2005 · author #1
105. A selective overview of nonparametric methods in financial econometrics math.ST · 2004 · author #1
106. Nonconcave penalized likelihood with a diverging number of parameters math.ST · 2004 · author #1

Mentions

• 2310.01009 #1 · arxiv_oai · confidence 0.70 Jianqing Fan
• 2606.10089 #4 · arxiv_oai · confidence 0.70 Jianqing Fan
• 1509.05457 #2 · backfill · confidence 0.70 Jianqing Fan
• 2606.06368 #4 · arxiv_oai · confidence 0.70 Jianqing Fan
• 1803.07726 #3 · arxiv_oai · confidence 0.70 Jianqing Fan
• 1603.03516 #1 · arxiv_oai · confidence 0.70 Jianqing Fan
• 1507.08377 #1 · backfill · confidence 0.70 Jianqing Fan
• 1507.01037 #1 · backfill · confidence 0.70 Jianqing Fan
• 1505.07414 #1 · backfill · confidence 0.70 Jianqing Fan
• 1504.02995 #1 · backfill · confidence 0.70 Jianqing Fan
• 1502.04733 #1 · backfill · confidence 0.70 Jianqing Fan
• 1502.04237 #1 · backfill · confidence 0.70 Jianqing Fan
• 1501.02382 #1 · backfill · confidence 0.70 Jianqing Fan
• 1501.01617 #1 · backfill · confidence 0.70 Jianqing Fan
• 1410.2150 #1 · backfill · confidence 0.70 Jianqing Fan
• 1408.5087 #1 · backfill · confidence 0.70 Jianqing Fan
• 1408.4475 #3 · backfill · confidence 0.70 Jianqing Fan
• 1406.3836 #1 · backfill · confidence 0.70 Jianqing Fan
• 1405.6796 #1 · backfill · confidence 0.70 Jianqing Fan
• 1404.7236 #1 · backfill · confidence 0.70 Jianqing Fan
• 1401.0211 #1 · backfill · confidence 0.70 Jianqing Fan
• 1312.5859 #3 · backfill · confidence 0.70 Jianqing Fan
• 1311.5542 #1 · backfill · confidence 0.70 Jianqing Fan
• 1310.3899 #1 · backfill · confidence 0.70 Jianqing Fan
• 1310.1183 #2 · backfill · confidence 0.70 Jianqing Fan
• 1308.1479 #1 · backfill · confidence 0.70 Jianqing Fan
• 1306.0256 #2 · backfill · confidence 0.70 Jianqing Fan
• 1305.7007 #1 · backfill · confidence 0.70 Jianqing Fan
• 1305.5198 #2 · backfill · confidence 0.70 Jianqing Fan
• 1303.7409 #2 · backfill · confidence 0.70 Jianqing Fan
• 1303.0458 #1 · backfill · confidence 0.70 Jianqing Fan
• 2605.25172 #7 · arxiv_oai · confidence 0.70 Jianqing Fan
• 1302.0926 #1 · backfill · confidence 0.70 Jianqing Fan
• 1212.2893 #1 · backfill · confidence 0.70 Jianqing Fan
• 1210.6950 #1 · backfill · confidence 0.70 Jianqing Fan
• 1210.5992 #1 · backfill · confidence 0.70 Jianqing Fan
• 1206.1024 #2 · backfill · confidence 0.70 Jianqing Fan
• 1205.4795 #1 · backfill · confidence 0.70 Jianqing Fan
• 1205.4645 #3 · backfill · confidence 0.70 Jianqing Fan
• 1204.5536 #1 · backfill · confidence 0.70 Jianqing Fan
• 1201.0175 #1 · backfill · confidence 0.70 Jianqing Fan
• 1105.4292 #1 · backfill · confidence 0.70 Jianqing Fan
• 1103.1966 #2 · backfill · confidence 0.70 Jianqing Fan
• 1102.5217 #2 · backfill · confidence 0.70 Jianqing Fan
• 2604.12288 #2 · arxiv_oai · confidence 0.70 Jianqing Fan
• 1012.4397 #3 · backfill · confidence 0.70 Jianqing Fan
• 1011.6095 #1 · backfill · confidence 0.70 Jianqing Fan
• 1011.2645 #2 · backfill · confidence 0.70 Jianqing Fan
• 1011.2366 #1 · backfill · confidence 0.70 Jianqing Fan
• 1010.6056 #1 · backfill · confidence 0.70 Jianqing Fan
• 1010.0320 #3 · backfill · confidence 0.70 Jianqing Fan
• 1004.5178 #1 · backfill · confidence 0.70 Jianqing Fan
• 1004.4956 #1 · backfill · confidence 0.70 Jianqing Fan
• 1002.3315 #1 · backfill · confidence 0.70 Jianqing Fan
• 1001.3895 #3 · backfill · confidence 0.70 Jianqing Fan
• 0912.5200 #2 · backfill · confidence 0.70 Jianqing Fan
• 0912.2695 #1 · backfill · confidence 0.70 Jianqing Fan
• 0911.4021 #1 · backfill · confidence 0.70 Jianqing Fan
• 0910.1122 #1 · backfill · confidence 0.70 Jianqing Fan
• 0910.1119 #1 · backfill · confidence 0.70 Jianqing Fan
• 0908.3382 #2 · backfill · confidence 0.70 Jianqing Fan
• 0908.2053 #1 · backfill · confidence 0.70 Jianqing Fan
• 0903.5255 #1 · backfill · confidence 0.70 Jianqing Fan
• 0812.3201 #1 · backfill · confidence 0.70 Jianqing Fan
• 0812.2604 #1 · backfill · confidence 0.70 Jianqing Fan
• 0711.3933 #2 · backfill · confidence 0.70 Jianqing Fan
• 0708.0519 #2 · backfill · confidence 0.70 Jianqing Fan

Frequent Coauthors

• Han Liu 12 shared papers
• Weichen Wang 8 shared papers
• Yang Feng 8 shared papers
• Yuan Liao 8 shared papers
• Ziwei Zhu 7 shared papers
• Kaizheng Wang 6 shared papers
• Qiang Sun 6 shared papers
• Yichao Wu 6 shared papers
• Yingying Fan 6 shared papers
• Yiqiao Zhong 6 shared papers
• Jinchi Lv 5 shared papers
• Wen-Xin Zhou 5 shared papers
• Jiancheng Jiang 4 shared papers
• Xin Tong 4 shared papers
• Zheng Tracy Ke 4 shared papers
• Cong Ma 3 shared papers
• Jinhang Chai 3 shared papers
• Lucy Xia 3 shared papers
• Qishuo Yin 3 shared papers
• Xu Han 3 shared papers