Learning the Hub Graphical Lasso Model with the Structured Sparsity via an Efficient Algorithm.
J. Sci. Comput., June, 2025
A Positive and Moment-Preserving Fourier Spectral Method.
SIAM J. Numer. Anal., February, 2024
A highly efficient algorithm for solving exclusive lasso problems.
Optim. Methods Softw., 2024
DNNLasso: Scalable Graph Learning for Matrix-Variate Data.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Signal Analysis via the Stochastic Geometry of Spectrogram Level Sets.
IEEE Trans. Signal Process., 2022
Long-Term Spatiotemporal Characteristics and Impact Factors of Land Surface Temperature of Inhabited Islands with Different Urbanization Levels.
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Remote. Sens., 2022
An augmented Lagrangian method with constraint generation for shape-constrained convex regression problems.
Math. Program. Comput., 2022
Quantitatively Assessing Ecological Stress of Urbanization on Natural Ecosystems by Using a Landscape-Adjacency Index.
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Remote. Sens., 2021
Estimation and inference of signals via the stochastic geometry of spectrogram level sets.
CoRR, 2021
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Research on the development trend of vehicle operating system in China.
Proceedings of the CONF-CDS 2021: The 2nd International Conference on Computing and Data Science, 2021
Efficient Sparse Semismooth Newton Methods for the Clustered Lasso Problem.
SIAM J. Optim., 2019
Analysis of Occlusive Endobronchial Stent for Prohibiting Life-Threatening Hemorrhage.
J. Medical Imaging Health Informatics, 2019
On the Closed-form Proximal Mapping and Efficient Algorithms for Exclusive Lasso Models.
CoRR, 2019