Technical Program
SPTM-P9: Dictionary Learning and Low Rank Matrix Approximation |
| Session Type: Poster |
| Time: Wednesday, March 8, 08:30 - 10:30 |
| Location: Churchill: Poster Area F |
| Session Chair: Andreas Jakobsson, Lund University, Sweden |
| SPTM-P9.1: A NEW FRAMEWORK FOR DESIGNING INCOHERENT SPARSIFYING DICTIONARIES |
| Gang Li; Zhejiang University of Science and Technology |
| Zhihui Zhu; Colorado School of Mines |
| Huang Bai; Zhejiang University of Technology |
| Aihua Yu; Zhejiang University of Technology |
| SPTM-P9.2: STRUCTURE-AWARE CLASSIFICATION USING SUPERVISED DICTIONARY LEARNING |
| Yael Yankelevsky; Technion - Israel Institute of Technology |
| Michael Elad; Technion - Israel Institute of Technology |
| SPTM-P9.3: ESTIMATING SPARSE SIGNALS USING INTEGRATED WIDE-BAND DICTIONARIES |
| Maksim Butsenko; Tallinn University of Technology |
| Johan Swärd; Lund University |
| Andreas Jakobsson; Lund University |
| SPTM-P9.4: SPARSITY REGULARIZED PRINCIPAL COMPONENT PURSUIT |
| Jing Liu; University of California, San Diego |
| Pamela Cosman; University of California, San Diego |
| Bhaskar D. Rao; University of California, San Diego |
| SPTM-P9.5: FAST EXEMPLAR SELECTION ALGORITHM FOR MATRIX APPROXIMATION AND REPRESENTATION: A VARIANT OASIS ALGORITHM |
| Vinayak Abrol; Indian Institute of Technology Mandi |
| Pulkit Sharma; Indian Institute of Technology Mandi |
| Anil Kumar Sao; Indian Institute of Technology Mandi |
| SPTM-P9.6: MATRIX COMPLETION OF NOISY GRAPH SIGNALS VIA PROXIMAL GRADIENT MINIMIZATION |
| Pere Giménez-Febrer; Universitat Politècnica de Catalunya |
| Alba Pagès-Zamora; Universitat Politècnica de Catalunya |
| SPTM-P9.7: LOW RANK PHASE RETRIEVAL |
| Seyedehsara Nayer; Iowa State University |
| Namrata Vaswani; Iowa State University |
| Yonina C. Eldar; Technion - Israel Institute of Technology |
| SPTM-P9.8: FAST AND PRIVACY PRESERVING DISTRIBUTED LOW-RANK REGRESSION |
| Hoi-To Wai; Arizona State University |
| Anna Scaglione; Arizona State University |
| Jean Lafond; Télécom ParisTech |
| Eric Moulines; École Polytechnique |
| SPTM-P9.9: BLIND DECONVOLUTION FROM MULTIPLE SPARSE INPUTS |
| Liming Wang; The Ohio State University |
| Yuejie Chi; The Ohio State University |
| SPTM-P9.10: OPTIMAL LOW-RANK DYNAMIC MODE DECOMPOSITION |
| Patrick Héas; INRIA - Centre de Rennes, Bretagne Atlantique |
| Cédric Herzet; INRIA - Centre de Rennes, Bretagne Atlantique |