MLSP-P4: ICA and Matrix Methods |
| Session Type: Poster |
| Time: Tuesday, March 7, 16:00 - 18:00 |
| Location: Churchill: Poster Area D |
| Session Chair: Peter Schreier, Paderborn University, Germany
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MLSP-P4.1: ENHANCING ICA PERFORMANCE BY EXPLOITING SPARSITY: APPLICATION TO FMRI ANALYSIS |
| Zois Boukouvalas; University of Maryland, Baltimore County |
| Yuri Levin-Schwartz; University of Maryland, Baltimore County |
| Tülay Adali; University of Maryland, Baltimore County |
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MLSP-P4.2: INFOMAX-ICA USING HESSIAN-FREE OPTIMIZATION |
| Philippe Tillet; Harvard University |
| H. T. Kung; Harvard University |
| David Cox; Harvard University |
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MLSP-P4.3: PARTITIONED HIERARCHICAL ALTERNATING LEAST SQUARES ALGORITHM FOR CP TENSOR DECOMPOSITION |
| Anh-Huy Phan; Brain Science Institute, RIKEN |
| Petr Tichavsky; Institute of Information Theory and Automation |
| Andrzej Cichocki; Brain Science Institute, RIKEN |
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MLSP-P4.4: AN AUGMENTED LAGRANGIAN ALGORITHM FOR DECOMPOSITION OF SYMMETRIC TENSORS OF ORDER-4 |
| Anh-Huy Phan; Brain Science Institute, RIKEN |
| Masao Yamagishi; Tokyo Institute of Technology |
| Andrzej Cichocki; Brain Science Institute, RIKEN |
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MLSP-P4.5: PARTITIONED ALTERNATING LEAST SQUARES TECHNIQUE FOR CANONICAL POLYADIC TENSOR DECOMPOSITION |
| Petr Tichavsky; Institute of Information Theory and Automation of the CAS |
| Anh-Huy Phan; Brain Science Institute, RIKEN |
| Andrzej Cichocki; Brain Science Institute, RIKEN |
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MLSP-P4.6: RELATIVE ERROR BOUNDS FOR NONNEGATIVE MATRIX FACTORIZATION UNDER A GEOMETRIC ASSUMPTION |
| Zhaoqiang Liu; National University of Singapore |
| Vincent Y. F. Tan; National University of Singapore |
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MLSP-P4.7: A STOCHASTIC MAXIMUM-LIKELIHOOD FRAMEWORK FOR SIMPLEX STRUCTURED MATRIX FACTORIZATION |
| Ruiyuan Wu; The Chinese University of Hong Kong |
| Wing-Kin Ma; The Chinese University of Hong Kong |
| Xiao Fu; University of Minnesota |
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MLSP-P4.8: A UNIFIED CONVERGENCE ANALYSIS OF THE MULTIPLICATIVE UPDATE ALGORITHM FOR NONNEGATIVE MATRIX FACTORIZATION |
| Renbo Zhao; National University of Singapore |
| Vincent Y. F. Tan; National University of Singapore |
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MLSP-P4.9: ROBUST LINEAR DISCRIMINANT ANALYSIS WITH A LAPLACIAN ASSUMPTION ON PROJECTION DISTRIBUTION |
| Shujian Yu; University of Florida |
| Zheng Cao; University of Florida |
| Xiubao Jiang; Huawei Technologies Co., LTD |
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MLSP-P4.10: A NONCONVEX SPLITTING METHOD FOR SYMMETRIC NONNEGATIVE MATRIX FACTORIZATION: CONVERGENCE ANALYSIS AND OPTIMALITY |
| Songtao Lu; Iowa State University |
| Mingyi Hong; Iowa State University |
| Zhengdao Wang; Iowa State University |
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