Yunwen Lei

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

ORCID: 0000-0002-5383-467X

Publications

• Optimization and Generalization of Gradient Descent for Shallow ReLU Networks with Minimal Width — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Stochastic Gradient Methods: Bias, Stability and Generalization — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Early Stopping for Iterative Regularization with General Loss Functions — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Generalization Performance of Multi-pass Stochastic Gradient Descent with Convex Loss Functions — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Stochastic Proximal AUC Maximization — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Boosted Kernel Ridge Regression: Optimal Learning Rates and Early Stopping — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning — Journal of Machine Learning Research 2018 (name-matched, not ORCID-linked)
• Convergence of Unregularized Online Learning Algorithms — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)