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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