Yuhong Yang

22 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-3618-3083

Yau Mathematical Sciences Center, Tsinghua University, Beijing Institute of Mathematical Sciences and Applications

Publications

• Additive-Effect Assisted Learning — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
• On Optimality of Mallows Model Averaging — Journal of the American Statistical Association 2025
• Is a Classification Procedure Good Enough?—A Goodness-of-Fit Assessment Tool for Classification Learning — Journal of the American Statistical Association 2023
• Sparsity Oriented Importance Learning for High-Dimensional Linear Regression — Journal of the American Statistical Association 2018
• Kernel Estimation and Model Combination in A Bandit Problem with Covariates — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• Model selection for estimating treatment effects — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2014
• Adaptive Minimax Regression Estimation over Sparse $\ell_q$-Hulls — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
• Comment — Journal of the American Statistical Association 2011
• Parametric or nonparametric? A parametricness index for model selection — The Annals of Statistics 2011 (name-matched, not ORCID-linked)
• Maximum Lq-likelihood estimation — The Annals of Statistics 2010
• Elements of Information Theory — Journal of the American Statistical Association 2008
• Consistency of cross validation for comparing regression procedures — The Annals of Statistics 2007
• Can the strengths of AIC and BIC be shared? A conflict between model indentification and regression estimation — Biometrika 2005
• Information Theory, Inference, and Learning Algorithms — Journal of the American Statistical Association 2005
• Combining Linear Regression Models — Journal of the American Statistical Association 2005
• Nonlinear Estimation and Classification — Journal of the American Statistical Association 2004
• Randomized Allocation with nonparametric estimation for a multi-armed bandit problem with covariates — The Annals of Statistics 2002
• Adaptive Regression by Mixing — Journal of the American Statistical Association 2001
• Mixing strategies for density estimation — The Annals of Statistics 2000
• Information-theoretic determination of minimax rates of convergence — The Annals of Statistics 1999
• Model privacy: a unified framework for understanding model stealing attacks and defences — Journal of the Royal Statistical Society: Series B (Statistical Methodology)
• Penalized Network Cross-Validation for Nested Models by Edge-Sampling — Journal of the American Statistical Association