Lei Shi

12 catalog papers. Name-matched publications do not establish a verified researcher identity.

University of International Business and Economics, Beijing, China

Publications

• The insights from the crowd: Drawing inferences from many approaches to key empirical questions in international business — Journal of International Business Studies 2025 (name-matched, not ORCID-linked)
• Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Classification with Deep Neural Networks and Logistic Loss — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Low-Rank Matrix Estimation in the Presence of Change-Points — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Generalization Properties of hyper-RKHS and its Applications — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Sparse Kernel Regression with Coefficient-based $\ell_q-$regularization — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Learning Theory of Distributed Regression with Bias Corrected Regularization Kernel Network — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Convergence of Unregularized Online Learning Algorithms — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Learning with the Maximum Correntropy Criterion Induced Losses for Regression — Journal of Machine Learning Research 2015 (name-matched, not ORCID-linked)
• Ramp Loss Linear Programming Support Vector Machine — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
• Local influence in principal components analysis — Biometrika 1997 (name-matched, not ORCID-linked)