Qifan Song
Statistics and Probability · 2013
A researcher in the Science corpus: 2 papers; trusts 24 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 29 citations into it
- Artificial Intelligence — 12 citations into it
- Environmental Engineering — 11 citations into it
- Optimization & Training — 5 citations into it
Whom Qifan Song trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jianqing Fan
- Robert Tibshirani
- Trevor J. Hastie
- John D. Storey
- Hui Zou
- Mário A. T. Figueiredo
- Jerome H. Friedman
- Michael L. Stein
- Peter J. Bickel
- Jinchi Lv
Papers from Qifan Song's perspective
Ordered by how strongly the researchers Qifan Song trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Addendum: Regularization and variable selection via the elastic net
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Sure independence screening for ultrahigh dimensional feature space
- Sure independence screening for ultrahigh dimensional feature space Discussion
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- L1‐regularization path algorithm for generalized linear models
- Model selection and estimation in regression with grouped variables
- A direct approach to false discovery rates
- Estimating the Dimension of a Model
Their papers
- Bayesian Subset Modeling for High-Dimensional Generalized Linear Models (2013) — 68 citations
- A Resampling-Based Stochastic Approximation Method for Analysis of Large Geostatistical Data (2013) — 84 citations