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