SS-L7: Nonlinear Inverse Problems and Matrix Factorization |
| Session Type: Lecture |
| Time: Thursday, May 16, 15:30 - 17:30 |
| Location: Syndicate 2 |
| Session Chairs: Yuejie Chi, Carnegie Mellon, Gongguo Tang, Colorado School of Mines and Wei Dai, Imperial College London |
| SS-L7.1: PROVABLE MEMORY-EFFICIENT ONLINE ROBUST MATRIX COMPLETION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Praneeth Narayanamurthy; Iowa State University |
| Vahid Daneshpajooh; Iowa State University |
| Namrata Vaswani; Iowa State University |
| SS-L7.2: BILINEAR DICTIONARY UPDATE VIA LINEAR LEAST SQUARES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Qi Yu; National University of Defense Technology |
| Wei Dai; Imperial College London |
| Zoran Cvetkovic; King's College London |
| Jubo Zhu; National University of Defense Technology |
| SS-L7.3: THE GEOMETRY OF EQUALITY-CONSTRAINED GLOBAL CONSENSUS PROBLEMS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Qiuwei Li; Colorado School of Mines |
| Zhihui Zhu; Colorado School of Mines |
| Gongguo Tang; Colorado School of Mines |
| Michael Wakin; Colorado School of Mines |
| SS-L7.4: DIFFERENTIALLY PRIVATE COMPRESSIVE K-MEANS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Vincent Schellekens; ICTEAM/ELEN, UCLouvain |
| Antoine Chatalic; Univ. Rennes, Inria, CNRS, IRISA |
| Florimond Houssiau; Imperial College London |
| Yves-Alexandre de Montjoye; Imperial College London |
| Laurent Jacques; ICTEAM/ELEN, UCLouvain |
| Rémi Gribonval; Univ. Rennes, Inria, CNRS, IRISA |
| SS-L7.5: A MODIFIED FRANK-WOLFE ALGORITHM FOR TENSOR FACTORIZATION WITH UNIMODAL SIGNALS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Junting Chen; The Chinese University of Hong Kong, Shenzhen |
| Urbashi Mitra; University of Southern California |
| SS-L7.6: MULTICHANNEL SPARSE BLIND DECONVOLUTION ON THE SPHERE |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yanjun Li; University of Illinois at Urbana-Champaign |
| Yoram Bresler; University of Illinois at Urbana-Champaign |