Projects per year
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Dive into the research topics where Jianqing Fan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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FRG: Collaborative Research: Flexible Network Inference
NSF - National Science Foundation
7/1/21 → 6/30/24
Project: Research project
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Robust and Distributed Statistical Learning from Big Data
NSF - National Science Foundation
7/15/17 → 6/30/22
Project: Research project
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Collaborative Research: Interface of Probability and Statistics for High-dimensional Inference
NSF - National Science Foundation
8/1/14 → 7/31/18
Project: Research project
Research output
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A Selective Overview of Deep Learning
Fan, J., Ma, C. & Zhong, Y., May 2021, In: Statistical Science. 36, 2, p. 264-290 27 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
A shrinkage principle for heavy-tailed data: High-dimensional robust low-rank matrix recovery
Fan, J., Wang, W. & Zhu, Z., Jun 2021, In: Annals of Statistics. 49, 3, p. 1239-1266 28 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Asymmetry helps: Eigenvalue and eigenvector analyses of asymmetrically perturbed low-rank matrices
Chen, Y., Cheng, C. & Fan, J., Feb 2021, In: Annals of Statistics. 49, 1, p. 435-458 24 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Augmented factor models with applications to validating market risk factors and forecasting bond risk premia
Fan, J., Ke, Y. & Liao, Y., May 2021, In: Journal of Econometrics. 222, 1, p. 269-294 26 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Bridging convex and nonconvex optimization in robust PCA: Noise, outliers and missing data
Chen, Y., Fan, J., Ma, C. & Yan, Y., Oct 2021, In: Annals of Statistics. 49, 5, p. 2948-2971 24 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations