SS-L17: Advances in Structured and Constrained Low-rank Approximations |
| Session Type: Lecture |
| Time: Friday, May 17, 13:30 - 15:30 |
| Location: Auditorium 2 |
| Session Chairs: Konstantin Usevich, CNRS and Laurent Condat, Grenoble |
| SS-L17.1: MAJORIZATION-MINIMIZATION ALGORITHMS FOR CONVOLUTIVE NMF WITH THE BETA-DIVERGENCE |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Dylan Fagot; CNRS |
| Herwig Wendt; CNRS |
| Cédric Févotte; CNRS |
| Paris Smaragdis; University of Illinois at Urbana-Champaign |
| SS-L17.2: DATA-DRIVEN SIMULATION USING THE NUCLEAR NORM HEURISTIC |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Philippe Dreesen; Vrije Universiteit Brussel |
| Ivan Markovsky; Vrije Universiteit Brussel |
| SS-L17.3: BOOLEAN CP DECOMPOSITION OF BINARY TENSORS: UNIQUENESS AND ALGORITHM |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mamadou Diop; Université de Lorraine, CEA Tech Grand-Est |
| Sebastian Miron; Université de Lorraine |
| Antoine Souloumiac; CEA Saclay |
| David Brie; Université de Lorraine |
| SS-L17.4: QUADRATIC ENVELOPE REGULARIZATION FOR STRUCTURED LOW RANK APPROXIMATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jamie Caprani; Lund University |
| Marcus Carlsson; Lund University |
| SS-L17.5: SHIFT-INVARIANT SUBSPACE TRACKING WITH MISSING DATA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Myung Cho; Carnegie Mellon University |
| Yuejie Chi; Carnegie Mellon University |
| SS-L17.6: NONNEGATIVE LOW-RANK SPARSE COMPONENT ANALYSIS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jeremy E. Cohen; CNRS, Universite de Rennes |
| Nicolas Gillis; University of Mons |