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