Technical Program

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