Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yingying Fan

SDNet: mutil-branch for single image deraining using swin


May 31, 2021
Fuxiang Tan, YuTing Kong, Yingying Fan, Feng Liu, Daxin Zhou, Hao zhang, Long Chen, Liang Gao, Yurong Qian


  Access Paper or Ask Questions

SIMPLE: Statistical Inference on Membership Profiles in Large Networks


Oct 03, 2019
Jianqing Fan, Yingying Fan, Xiao Han, Jinchi Lv

* 60 pages, 3 figures 

  Access Paper or Ask Questions

Classification with imperfect training labels


Sep 26, 2018
Timothy I. Cannings, Yingying Fan, Richard J. Samworth

* 44 pages, 7 figures 

  Access Paper or Ask Questions

IPAD: Stable Interpretable Forecasting with Knockoffs Inference


Sep 06, 2018
Yingying Fan, Jinchi Lv, Mahrad Sharifvaghefi, Yoshimasa Uematsu


  Access Paper or Ask Questions

DeepPINK: reproducible feature selection in deep neural networks


Sep 06, 2018
Yang Young Lu, Yingying Fan, Jinchi Lv, William Stafford Noble


  Access Paper or Ask Questions

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


Aug 25, 2018
Yingying Fan, Jinchi Lv, Jingbo Wang

* 36 pages, 3 figures 

  Access Paper or Ask Questions

SOFAR: large-scale association network learning


Apr 26, 2017
Yoshimasa Uematsu, Yingying Fan, Kun Chen, Jinchi Lv, Wei Lin


  Access Paper or Ask Questions

Tuning-Free Heterogeneity Pursuit in Massive Networks


Jun 13, 2016
Zhao Ren, Yongjian Kang, Yingying Fan, Jinchi Lv

* 29 pages for the main text including 1 figure and 7 tables, 28 pages for the Supplementary Material 

  Access Paper or Ask Questions

Interaction Pursuit with Feature Screening and Selection


May 28, 2016
Yingying Fan, Yinfei Kong, Daoji Li, Jinchi Lv

* 34 pages for the main text including 7 figures, 53 pages for the Supplementary Material 

  Access Paper or Ask Questions

Asymptotic properties for combined $L_1$ and concave regularization


May 11, 2016
Yingying Fan, Jinchi Lv

* Biometrika 101, 57-70 
* 16 pages 

  Access Paper or Ask Questions

Tuning parameter selection in high dimensional penalized likelihood


May 11, 2016
Yingying Fan, Cheng Yong Tang

* Journal of the Royal Statistical Society Series B 75, 531-552 (2013) 
* 38 pages 

  Access Paper or Ask Questions

Interaction pursuit in high-dimensional multi-response regression via distance correlation


May 11, 2016
Yinfei Kong, Daoji Li, Yingying Fan, Jinchi Lv

* to appear in The Annals of Statistics (2016) 

  Access Paper or Ask Questions

Innovated scalable efficient estimation in ultra-large Gaussian graphical models


May 11, 2016
Yingying Fan, Jinchi Lv

* to appear, The Annals of Statistics (2016) 

  Access Paper or Ask Questions

Asymptotic equivalence of regularization methods in thresholded parameter space


May 11, 2016
Yingying Fan, Jinchi Lv

* Journal of the American Statistical Association 108, 1044-1061 
* 39 pages, 3 figures 

  Access Paper or Ask Questions

High dimensional thresholded regression and shrinkage effect


May 11, 2016
Zemin Zheng, Yingying Fan, Jinchi Lv

* Journal of the Royal Statistical Society Series B 76, 627-649 
* 23 pages, 3 figures, 5 tables 

  Access Paper or Ask Questions

Innovated interaction screening for high-dimensional nonlinear classification


Jun 03, 2015
Yingying Fan, Yinfei Kong, Daoji Li, Zemin Zheng

* Annals of Statistics 2015, Vol. 43, No. 3, 1243-1272 
* Published at http://dx.doi.org/10.1214/14-AOS1308 in the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org

  Access Paper or Ask Questions

Optimal classification in sparse Gaussian graphic model


Nov 20, 2013
Yingying Fan, Jiashun Jin, Zhigang Yao

* Annals of Statistics 2013, Vol. 41, No. 5, 2537-2571 
* Published in at http://dx.doi.org/10.1214/13-AOS1163 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org

  Access Paper or Ask Questions