Qiang Sun

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

ORCID: 0000-0002-4182-6533

Publications

• Online Generalized Sparse Regression: How Does Overparametrization Help? — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Sparse Reduced Rank Huber Regression in High Dimensions — Journal of the American Statistical Association 2023
• Hoeffding's Inequality for General Markov Chains and Its Applications to Statistical Learning — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Targeted Inference Involving High-Dimensional Data Using Nuisance Penalized Regression — Journal of the American Statistical Association 2021
• Adaptive Huber Regression — Journal of the American Statistical Association 2020
• FarmTest: Factor-Adjusted Robust Multiple Testing With Approximate False Discovery Control — Journal of the American Statistical Association 2019
• Counting process-based dimension reduction methods for censored outcomes — Biometrika 2019
• I-LAMM for sparse learning: Simultaneous control of algorithmic complexity and statistical error — The Annals of Statistics 2018
• SPReM: Sparse Projection Regression Model For High-Dimensional Linear Regression — Journal of the American Statistical Association 2015