A manifold proximal linear method for sparse spectral clustering with application to single-cell RNA sequencing data analysis Z Wang, B Liu, S Chen, S Ma, L Xue, H Zhao INFORMS Journal on Optimization 4 (2), 200-214, 2022 | 19 | 2022 |
Cross-product manipulation in electricity markets, microstructure models and asymmetric information CL Prete, WW Hogan, B Liu, J Wang The Energy Journal 40 (5), 221-246, 2019 | 14 | 2019 |
Improving neural network robustness through neighborhood preserving layers B Liu, C Malon, L Xue, E Kruus Image and Vision Computing 123, 104469, 2022 | 8 | 2022 |
Robust High-Dimensional Regression with Coefficient Thresholding and Its Application to Imaging Data Analysis B Liu, Q Zhang, L Xue, PXK Song, J Kang Journal of the American Statistical Association 119 (545), 715-729, 2024 | 3 | 2024 |
Analyzing Attention Mechanisms through Lens of Sample Complexity and Loss Landscape B Liu, Y Balaji, L Xue, MR Min | 2 | 2020 |
Sparse kernel sufficient dimension reduction B Liu, L Xue Journal of Nonparametric Statistics, 1-24, 2024 | | 2024 |
Topics on Nonconvex Learning B Liu The Pennsylvania State University, 2021 | | 2021 |
Supplement to “Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data Analysis” B Liu, Q Zhang, L Xue, PXK Song, J Kang | | |
Supplement to Sparse Kernel Sufficient Dimension Reduction B Liu, L Xue | | |
Understanding Attention Mechanisms B Liu, Y Balaji, L Xue, MR Min | | |