WM1: Structured Matrix and Tensor Methods |
| Session Type: Lecture |
| Time: Wednesday, December 18, 10:20 - 12:20 |
| Location: Salle Fort Royal |
| Session Chairs: Xiao Fu, Oregon State University and Kejun Huang, University of Florida
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| WM1.1: OCTEN: ONLINE COMPRESSION-BASED TENSOR DECOMPOSITION |
| Ekta Gujral; University of California, Riverside |
| Ravdeep Pasricha; University of California, Riverside |
| Tianxiong Yang; University of California, Riverside |
| Evangelos E. Papalexakis; University of California, Riverside |
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| WM1.2: UNIQUENESS OF TENSOR TRAIN DECOMPOSITION WITH LINEAR DEPENDENCIES |
| Yassine Zniyed; L2S, CentraleSupelec |
| Sebastian Miron; CRAN, Université de Lorraine |
| Rémy Boyer; CRIStAL, Université de Lille |
| David Brie; CRAN, Université de Lorraine |
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| WM1.3: STRUCTURED EGONET TENSORS FOR ROBUST NODE EMBEDDING |
| Fatemeh Sheikholeslami; University of Minnesota |
| Georgios B. Giannakis; University of Minnesota |
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| WM1.4: HYPERSPECTRAL SUPER-RESOLUTION: A COUPLED NONNEGATIVE BLOCK-TERM TENSOR DECOMPOSITION APPROACH |
| Guoyong Zhang; University of Electronic Science and Technology of China |
| Xiao Fu; Oregon State University |
| Kejun Huang; University of Florida |
| Jun Wang; University of Electronic Science and Technology of China |
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| WM1.5: ALGEBRAIC AND OPTIMIZATION BASED ALGORITHMS FOR MULTIVARIATE REGRESSION USING SYMMETRIC TENSOR DECOMPOSITION |
| Stijn Hendrikx; KU Leuven |
| Martijn Boussé; KU Leuven |
| Nico Vervliet; KU Leuven |
| Lieven De Lathauwer; KU Leuven Kulak |
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| WM1.6: IS THERE ANY RECOVERY GUARANTEE WITH COUPLED STRUCTURED MATRIX FACTORIZATION FOR HYPERSPECTRAL SUPER-RESOLUTION? |
| Huikang Liu; Chinese University of Hong Kong |
| Ruiyuan Wu; Chinese University of Hong Kong |
| Wing-Kin Ma; Chinese University of Hong Kong |
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