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1
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Lyu Z, Xia D, Zhang Y. Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition. J Comput Graph Stat 2023. [DOI: 10.1080/10618600.2022.2164289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Zhongyuan Lyu
- Department of Mathematics, Hong Kong University of Science and Technology
| | - Dong Xia
- Department of Mathematics, Hong Kong University of Science and Technology
| | - Yuan Zhang
- Department of Statistics, Ohio State University
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2
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Chen S, Liu S, Ma Z. Global and individualized community detection in inhomogeneous multilayer networks. Ann Stat 2022. [DOI: 10.1214/22-aos2202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Shuxiao Chen
- Department of Statistics, University or Pennsylvania
| | - Sifan Liu
- Department of Statistics, Stanford University
| | - Zongming Ma
- Department of Statistics, University or Pennsylvania
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3
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Cai JF, Li J, Xia D. Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization. J Am Stat Assoc 2022. [DOI: 10.1080/01621459.2022.2063131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Jian-Feng Cai
- Department of Mathematics, Hong Kong University of Science and Technology
| | - Jingyang Li
- Department of Mathematics, Hong Kong University of Science and Technology
| | - Dong Xia
- Department of Mathematics, Hong Kong University of Science and Technology
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4
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Ibriga HS, Sun WW. Covariate-assisted Sparse Tensor Completion. J Am Stat Assoc 2022. [DOI: 10.1080/01621459.2022.2066537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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5
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Xia D, Zhang AR, Zhou Y. Inference for low-rank tensors—no need to debias. Ann Stat 2022. [DOI: 10.1214/21-aos2146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Dong Xia
- Department of Mathematics, Hong Kong University of Science and Technology
| | - Anru R. Zhang
- Departments of Biostatistics & Bioinformatics, Computer Science, Mathematics, and Statistical Science, Duke University
| | - Yuchen Zhou
- Department of Statistics and Data Science, The Wharton School, University of Pennsylvania
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