TMTSP-SS2: Low-Rank Matrix and Tensor Decompositions
Thu, 3 Sep, 10:30 - 12:30
Location: Studio 1
Session Type: Lecture
Session Co-Chairs: Jeremy E. Cohen, Univ Lyon, INSA-Lyon, CNRS, Inserm and Nicolas Gillis, University of Mons
Track: 20: Low-rank matrix and tensor decompositions
Thu, 3 Sep, 10:30 - 10:50

TMTSP-SS2.1: TENSOR AND COUPLED DECOMPOSITIONS
Morten Mørup, Technical University of Denmark, Denmark; Evrim Acar, Simula Metropolitan Center for Digital Engineering, Norway; Tülay Adalı, University of Maryland, Baltimore County, United States
Thu, 3 Sep, 10:50 - 11:10

TMTSP-SS2.2: A SIMPLE AND FLEXIBLE ADMM-BASED FRAMEWORK FOR TENSOR DECOMPOSITIONS.
Atharva Awari, Subhayan Saha, Nicolas Gillis, Arnaud Vandaele, University of Mons, Belgium, Belgium
Thu, 3 Sep, 11:10 - 11:30

TMTSP-SS2.3: ALL-AT-ONCE OPTIMIZATION FOR COUPLED GENERALIZED TENSOR DECOMPOSITIONS
Camilo Rivera, University of Delaware, United States; Jeremy E. Cohen, Univ Lyon, INSA-Lyon, CNRS, Inserm, France; Evrim Acar, Simula Metropolitan Center for Digital Engineering, Norway; David Hong, University of Delaware, United States
Thu, 3 Sep, 11:30 - 11:50

TMTSP-SS2.4: Scalable Fusion of Multiple Multispectral and Hyperspectral Images via Tucker Decomposition
Fatima Z. M'Rani, Matthieu Puigt, Univ. Littoral Côte d'Opale, LISIC, France; Cédric Jamet, Univ. Littoral Côte d'Opale, U. Lille, IRD, CNRS, LOG, France; Claire Guilloteau, Gilles Delmaire, Gilles Roussel, Univ. Littoral Côte d'Opale, LISIC, France; Vincent Vantrepotte, Univ. Littoral Côte d'Opale, U. Lille, IRD, CNRS, LOG, France
Thu, 3 Sep, 11:50 - 12:10

TMTSP-SS2.5: NONNEGATIVE MATRIX FACTORIZATION ON THE OBLIQUE MANIFOLD FOR EARTH OBSERVATION DATA ANALYSIS
Flavia Esposito, Nicoletta Del Buono, Università degli Studi di Bari Aldo Moro, Italy; Andersen Ang, University of Southampton, United Kingdom; Nicolò Taggio, Planetek Italia srl, Italy
Thu, 3 Sep, 12:10 - 12:30

TMTSP-SS2.6: LRGEV(-MMP): Left-Right Generalized Eigenvector (Multi-Mode Pencil) Method for Canonical Polyadic Decomposition
Charlotte Vermeylen, Nico Vervliet, Lieven De Lathauwer, KU Leuven, Belgium