IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
MLSP-9: Matrix Factorization and Completion: Theory and Applications
Sun, 8 May, 22:00 - 22:45 China Time (UTC +8)
Sun, 8 May, 14:00 - 14:45 UTC
Location: Gather Area H
Session Chair: George Atia, University of Central Florida
Track: Machine Learning for Signal Processing

MLSP-9.1: MULTI-VIEW DATA REPRESENTATION VIA DEEP AUTOENCODER-LIKE NONNEGATIVE MATRIX FACTORIZATION
Haonan Huang, Yihao Luo, Guoxu Zhou, Qibin Zhao, Guangdong University of Technology, China

MLSP-9.2: ON IDENTIFIABLE POLYTOPE CHARACTERIZATION FOR POLYTOPIC MATRIX FACTORIZATION
Bariscan Bozkurt, Alper Erdogan, Koc University, Turkey

MLSP-9.3: FAST LEARNING OF FAST TRANSFORMS, WITH GUARANTEES
Quoc-Tung Le, Elisa Riccietti, Ecole normale supérieure de Lyon, France; Léon Zheng, valeo.ai, France; Rémi Gribonval, Inria, France

MLSP-9.4: REGRESSION ASSISTED MATRIX COMPLETION FOR RECONSTRUCTING A PROPAGATION FIELD WITH APPLICATION TO SOURCE LOCALIZATION
Hao Sun, Junting Chen, The Chinese University of Hong Kong(Shenzhen), China

MLSP-9.5: MATRIX DECOMPOSITION ON GRAPHS: A SIMPLIFIED FUNCTIONAL VIEW
Abhishek Sharma, Maks Ovsjanikov, Ecole Polytechnique, IP Paris, France

MLSP-9.6: Adversarially-Trained Nonnegative Matrix Factorization
Ting Cai, University of Wisconsin Madison, United States of America; Vincent Tan, National University of Singapore, Singapore; Cédric Févotte, Institut de Recherche en Informatique de Toulouse (IRIT), Université de Toulouse, France