MLSP-L6: Matrix and Tensor Methods I |
| Session Type: Lecture |
| Time: Thursday, May 16, 08:00 - 10:00 |
| Location: Ocean View |
| Session Chair: Anand Sarwate, Rutgers University |
| MLSP-L6.1: FAST AND GLOBAL OPTIMAL NONCONVEX MATRIX FACTORIZATION VIA PERTURBED ALTERNATING PROXIMAL POINT |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Songtao Lu; University of Minnesota Twin Cities |
| Mingyi Hong; University of Minnesota Twin Cities |
| Zhengdao Wang; Iowa State University |
| MLSP-L6.2: STATISTICAL RANK SELECTION FOR INCOMPLETE LOW-RANK MATRICES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Rui Zhang; Georgia Institute of Technology |
| Alexander Shapiro; Georgia Institute of Technology |
| Yao Xie; Georgia Institute of Technology |
| MLSP-L6.3: ACCELERATING ITERATIVE HARD THRESHOLDING FOR LOW-RANK MATRIX COMPLETION VIA ADAPTIVE RESTART |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Trung Vu; Oregon State University |
| Raviv Raich; Oregon State University |
| MLSP-L6.4: LATENT SCHATTEN TT NORM FOR TENSOR COMPLETION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Andong Wang; School of Computer Science and Engineering, Nanjing University of Science and Technology; RIKEN Center for Advanced Intelligence Project |
| Xulin Song; Nanjing University of Science and Technology |
| Xiyin Wu; Nanjing University of Science and Technology |
| Zhihui Lai; Shenzhen University |
| Zhong Jin; School of Computer Science and Engineering, Nanjing University of Science and Technology; Key Laboratory of Intelligent Perception and Systems for High-Dimensional Information of Ministry of Education, Nanjing University of Science and Technology |
| MLSP-L6.5: COMMON MODE PATTERNS FOR SUPERVISED TENSOR SUBSPACE LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Konstantinos Makantasis; Technical University of Crete |
| Anastasios Doulamis; National Technical University of Athens |
| Nikolaos Doulamis; National Technical University of Athens |
| Athanasios Voulodimos; University of West Attica |
| MLSP-L6.6: REGULAR SAMPLING OF TENSOR SIGNALS: THEORY AND APPLICATION TO FMRI |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Charilaos I. Kanatsoulis; University of Minnesota |
| Nicholas D. Sidiropoulos; University of Virginia |
| Mehmet Akcakaya; University of Minnesota |
| Xiao Fu; Oregon State University |