Hao Helen Zhang
Statistics and Probability · with Lin · 2003–2016
A researcher in the Science corpus: 8 papers; trusts 32 researchers and is trusted by 93 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 57 citations into it; #716 of 12,932 by trust here, #1,301 by citations
- Artificial Intelligence — 16 citations into it
- Optimization & Training — 15 citations into it
- Control and Systems Engineering — 12 citations into it; #371 of 8,257 by trust here, #1,333 by citations
- Statistical Learning Theory — 9 citations into it
- Management Science and Operations Research — 8 citations into it
- Applied Mathematics — 6 citations into it
- Numerical Analysis — 6 citations into it
Whom Hao Helen Zhang trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Grace Wahba
- Chong Gu
- Yi Lin
- Robert Tibshirani
- Peter Craven
- Jianqing Fan
- Trevor J. Hastie
- Olvi L. Mangasarian
- G. Kimeldorf
- Paul S. Bradley
Who trusts Hao Helen Zhang overall
- Hansheng Wang
- Heng Lian
- Ping Wang
- Tim Hesterberg
- Jian Huang
- T. Martinussen
- Marco Ratto
- Francis R. Bach
- Yingcun Xia
- Pang Du
Papers from Hao Helen Zhang's perspective
Ordered by how strongly the researchers Hao Helen Zhang trusts endorse each paper. Same corpus, a different order for every researcher.
- Spline Models for Observational Data
- The Nature of Statistical Learning Theory
- Regression Shrinkage and Selection via the Lasso
- Asymptotics for lasso-type estimators
- Addendum: Regularization and variable selection via the elastic net
- Model selection and estimation in regression with grouped variables
- Smoothing noisy data with spline functions
- Ideal spatial adaptation by wavelet shrinkage
- Feature Selection via Concave Minimization and Support Vector Machines
- A training algorithm for optimal margin classifiers
Their papers
- Component selection and smoothing in multivariate nonparametric regression (2006) — 613 citations
- Adaptive Lasso for Cox's proportional hazards model (2007) — 666 citations
- Principles and Theory for Data Mining and Machine Learning (2009) — 332 citations
- Partially functional linear regression in high dimensions (2016) — 190 citations
- ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS (2009) — 838 citations
- Sure independence screening for ultrahigh dimensional feature space Discussion (2008) — 358 citations
- Variable selection for support vector machines via smoothing spline anova (2006) — 63 citations
- Component selection and smoothing in smoothing spline analysis of variance models -- COSSO (2003) — 140 citations