2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
MLSP-19: Non-Negative Matrix Factorization |
| Session Type: Poster |
| Time: Wednesday, 9 June, 14:00 - 14:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Nicolas Gillis, University of Mons |
| MLSP-19.1: ON A GUIDED NONNEGATIVE MATRIX FACTORIZATION |
| Joshua Vendrow; University of California, Los Angeles |
| Jamie Haddock; University of California, Los Angeles |
| Elizaveta Rebrova; University of California, Los Angeles |
| Deanna Needell; University of California, Los Angeles |
| MLSP-19.2: NONNEGATIVE UNIMODAL MATRIX FACTORIZATION |
| Andersen Man Shun Ang; University of Waterloo |
| Nicolas Gillis; Universite de Mons |
| Arnaud Vandaele; Universite de Mons |
| Hans De Sterck; University of Waterloo |
| MLSP-19.3: KERNEL ORTHOGONAL NONNEGATIVE MATRIX FACTORIZATION: APPLICATION TO MULTISPECTRAL DOCUMENT IMAGE DECOMPOSITION |
| Abderrahmane Rahiche; Synchromedia Lab, Ecole de Technologie Supérieure (ETS) |
| Mohamed Cheriet; Synchromedia Lab, Ecole de Technologie Supérieure (ETS) |
| MLSP-19.4: ON THE IDENTIFIABILITY OF TRANSFORM LEARNING FOR NON-NEGATIVE MATRIX FACTORIZATION |
| Sixin Zhang; IRIT |
| Emmanuel Soubies; IRIT |
| Cédric Févotte; IRIT |
| MLSP-19.5: RANDOM PROJECTION STREAMS FOR (WEIGHTED) NONNEGATIVE MATRIX FACTORIZATION |
| Farouk Yahaya; Univ. Littoral Côte d'Opale |
| Matthieu Puigt; Univ. Littoral Côte d'Opale |
| Gilles Delmaire; Univ. Littoral Côte d'Opale |
| Gilles Roussel; Univ. Littoral Côte d'Opale |
| MLSP-19.6: MULTIVARIATE NON-NEGATIVE MATRIX FACTORIZATION WITH APPLICATION TO ENERGY DISAGGREGATION |
| Pascal Alexander Schirmer; University of Hertfordhshire |
| Iosif Mporas; University of Hertfordhshire |