MLSP-P2: Source Separation and Subspace Methods |
| Session Type: Poster |
| Time: Tuesday, May 28, 10:50 - 12:50 |
| Location: Poster Area C |
| Session Chair: Andrzej Cichocki, RIKEN
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MLSP-P2.1: A RANDOMLY PERTURBED INFOMAX ALGORITHM FOR BLIND SOURCE SEPARATION |
| Qi He; University of California, Irvine |
| Jack Xin; University of California, Irvine |
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MLSP-P2.2: A BOUNDED COMPONENT ANALYSIS APPROACH FOR THE SEPARATION OF CONVOLUTIVE MIXTURES OF DEPENDENT AND INDEPENDENT SOURCES |
| Huseyin Inan; Koc University |
| Alper Erdogan; Koc University |
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MLSP-P2.3: FROM BASIS COMPONENTS TO COMPLEX STRUCTURAL PATTERNS |
| Anh-Huy Phan; Brain Science Institute, RIKEN |
| Andrzej Cichocki; Brain Science Institute, RIKEN |
| Petr Tichavsky; Institute of Information Theory and Automation |
| Rafal Zdunek; Wroclaw University of Technology |
| Sidney Lehky; The Salk Institute |
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MLSP-P2.4: TENSOR COMPLETION THROUGH MULTIPLE KRONECKER PRODUCT DECOMPOSITION |
| Anh-Huy Phan; Brain Science Institute, RIKEN |
| Andrzej Cichocki; Brain Science Institute, RIKEN |
| Petr Tichavsky; Institute of Information Theory and Automation |
| Gheorghe Luta; Georgetown University |
| Austin J. Brockmeier; University of Florida |
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MLSP-P2.5: PERMUTATION-FREE CONVOLUTIVE BLIND SOURCE SEPARATION VIA FULL-BAND CLUSTERING BASED ON FREQUENCY-INDEPENDENT SOURCE PRESENCE PRIORS |
| Nobutaka Ito; Nippon Telegraph and Telephone Corporation |
| Shoko Araki; Nippon Telegraph and Telephone Corporation |
| Tomohiro Nakatani; Nippon Telegraph and Telephone Corporation |
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MLSP-P2.6: INDEPENDENT VECTOR ANALYSIS, THE KOTZ DISTRIBUTION, AND PERFORMANCE BOUNDS |
| Matthew Anderson; University of Maryland, Baltimore County |
| Geng-Shen Fu; University of Maryland, Baltimore County |
| Ronald Phlypo; University of Maryland, Baltimore County |
| Tulay Adali; University of Maryland, Baltimore County |
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MLSP-P2.7: ALGORITHMS FOR MARKOVIAN SOURCE SEPARATION BY ENTROPY RATE MINIMIZATION |
| Geng-Shen Fu; University of Maryland, Baltimore County |
| Ronald Phlypo; University of Maryland, Baltimore County |
| Matthew Anderson; University of Maryland, Baltimore County |
| Xi-Lin Li; Fortemedia |
| Tulay Adali; University of Maryland, Baltimore County |
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MLSP-P2.8: RANDOM PROJECTIONS: A REMEDY FOR OVERFITTING ISSUES IN TIME SERIES PREDICTION WITH ECHO STATE NETWORKS |
| Lucie Daubigney; Supélec |
| Matthieu Geist; Supélec |
| Olivier Pietquin; Supélec-UMI 2958 (GT-CNRS) |
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MLSP-P2.9: SUBSPACE CLUSTERING WITH DENSE REPRESENTATIONS |
| Eva Dyer; Rice University |
| Christoph Studer; Rice University |
| Richard G. Baraniuk; Rice University |
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MLSP-P2.10: SUBSPACE CLUSTERING VIA THRESHOLDING AND SPECTRAL CLUSTERING |
| Reinhard Heckel; ETH Zurich |
| Helmut Bolcskei; ETH Zurich |
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MLSP-P2.11: THE GENERALIZED LASSO IS REDUCIBLE TO A SUBSPACE CONSTRAINED LASSO |
| Hao Xu; Princeton University |
| David J. Eis; Princeton University |
| Peter J. Ramadge; Princeton University |
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