Technical Program

MLSP-L1: Blind Signal Separation and Matrix Factorizations

Session Type: Lecture
Time: Thursday, March 29, 10:30 - 12:30
Location: Room B-2
Session Chairs: Peter Schreier, Universität Paderborn and Seungjin Choi, Pohang University of Science and Technology
 
MLSP-L1.1: A FAMILY OF BOUNDED COMPONENT ANALYSIS ALGORITHMS
         Alper T. Erdogan; Koc University
 
MLSP-L1.2: AN EFFECTIVE DECOUPLING METHOD FOR MATRIX OPTIMIZATION AND ITS APPLICATION TO THE ICA PROBLEM
         Matthew Anderson; UMBC
         Xi-Lin Li; UMBC
         Pedro A. Rodriguez; University of Maryland Baltimore County
         Tulay Adali; UMBC
 
MLSP-L1.3: COMPLEX NON-ORTHOGONAL JOINT DIAGONALIZATION WITH SUCCESSIVE GIVENS AND HYPERBOLIC ROTATIONS
         Xiao-Feng Gong; Dalian University of Technology
         Ke Wang; Dalian University of Technology
         Qiu-Hua Lin; Dalian University of Technology
 
MLSP-L1.4: LOW-RANK BLIND NONNEGATIVE MATRIX DECONVOLUTION
         Anh Huy Phan; Brain Science Institute
         Petr Tichavsky; Institute of Information Theory and Automation
         Andrzej Cichocki; Brain Science Institute
         Zbynek Koldovsky; Technical University of Liberec
 
MLSP-L1.5: DYNAMIC MATRIX FACTORIZATION: A STATE SPACE APPROACH
         John Sun; Massachusetts Institute of Technology
         Kush Varshney; IBM T.J. Watson Research Center
         Karthik Subbian; IBM T.J. Watson Research Center
 
MLSP-L1.6: HIERARCHICAL VARIATIONAL BAYESIAN MATRIX CO-FACTORIZATION
         Jiho Yoo; Pohang University of Science and Technology
         Seungjin Choi; Pohang University of Science and Technology