Yuan Yao

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

ORCID: 0000-0001-5814-1162

Publications

• Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Random Smoothing Regularization in Kernel Gradient Descent Learning — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Split Knockoffs for Multiple Comparisons: Controlling the Directional False Discovery Rate — Journal of the American Statistical Association 2024 (name-matched, not ORCID-linked)
• Controlling the false discovery rate in transformational sparsity: Split Knockoffs — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2024
• On ADMM in Deep Learning: Convergence and Saturation-Avoidance — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)