Exact and approximation algorithms for sparse PCA Y Li, W Xie arXiv preprint arXiv:2008.12438, 2020 | 33 | 2020 |
Best principal submatrix selection for the maximum entropy sampling problem: scalable algorithms and performance guarantees Y Li, W Xie Operations Research 72 (2), 493-513, 2024 | 18 | 2024 |
D-optimal data fusion: Exact and approximation algorithms Y Li, M Fampa, J Lee, F Qiu, W Xie, R Yao INFORMS Journal on Computing 36 (1), 97-120, 2024 | 8 | 2024 |
Beyond symmetry: Best submatrix selection for the sparse truncated svd Y Li, W Xie Mathematical Programming 208 (1), 1-50, 2024 | 5 | 2024 |
On the Partial Convexification of the Low-Rank Spectral Optimization: Rank Bounds and Algorithms Y Li, W Xie International Conference on Integer Programming and Combinatorial …, 2024 | 4 | 2024 |
On the exactness of Dantzig-Wolfe relaxation for rank constrained optimization problems Y Li, W Xie arXiv preprint arXiv:2210.16191, 2022 | 4 | 2022 |
Exact and Approximation Algorithms for Sparse Principal Component Analysis Y Li, W Xie INFORMS Journal on Computing, 2024 | 1 | 2024 |
The Augmented Factorization Bound for Maximum-Entropy Sampling Y Li arXiv preprint arXiv:2410.10078, 2024 | | 2024 |
On Sparse Canonical Correlation Analysis Y Li, SS Dey, W Xie arXiv preprint arXiv:2401.00308, 2023 | | 2023 |