Feng Ruan

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

ORCID: 0000-0002-5175-1491

Department of Statistics and Data Science, Northwestern University , Evanston, IL 60208 , USA

Publications

• Robust detection of watermarks for large language models under human edits — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
• The generalization error of max-margin linear classifiers: Benign overfitting and high dimensional asymptotics in the overparametrized regime — The Annals of Statistics 2025
• A statistical framework of watermarks for large language models: Pivot, detection efficiency and optimal rules — The Annals of Statistics 2025
• The right complexity measure in locally private estimation: It is not the Fisher information — The Annals of Statistics 2024
• Bandit Learning in Decentralized Matching Markets — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Asymptotic optimality in stochastic optimization — The Annals of Statistics 2021
• LassoNet: A Neural Network with Feature Sparsity — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)