Technical Program

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