Yongdai Kim
Statistics and Probability · 2001–2008
A researcher in the Science corpus: 4 papers; trusts 23 researchers and is trusted by 32 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 21 citations into it; #1,343 of 12,932 by trust here, #2,919 by citations
- Artificial Intelligence — 13 citations into it; #5,838 of 35,345 by trust here, #16,771 by citations
- Control and Systems Engineering — 5 citations into it
Whom Yongdai Kim trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jianqing Fan
- Jaeyong Lee
- Robert Tibshirani
- Xiaotong Shen
- David Freedman
- Eitan Greenshtein
- Dennis D. Cox
- Linda H. Zhao
- Nicolai Meinshausen
- Hui Zou
Who trusts Yongdai Kim overall
- Iain M. Johnstone
- Dominique Bontemps
- Cun-Hui Zhang
- I. Castillo
- Maxim Panov
- Vladimir Spokoiny
- Haralambie Leahu
- Tao Hu
- Judith Rousseau
- Tamara Broderick
Papers from Yongdai Kim's perspective
Ordered by how strongly the researchers Yongdai Kim trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- The Adaptive Lasso and Its Oracle Properties
- ImageNet classification with deep convolutional neural networks
- Asymptotics for lasso-type estimators
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Addendum: Regularization and variable selection via the elastic net
- High-dimensional graphs and variable selection with the Lasso
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Gradient-based learning applied to document recognition
- On Model Selection Consistency of Lasso
Their papers
- On posterior consistency of survival models (2001) — 61 citations
- Smoothly Clipped Absolute Deviation on High Dimensions (2008) — 277 citations
- A Bernstein–von Mises theorem in the nonparametric right-censoring model (2004) — 69 citations
- The Bernstein–von Mises theorem for the proportional hazard model (2006) — 62 citations