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
SPTM-12: Classification and Learning
Tue, 10 May, 23:00 - 23:45 China Time (UTC +8)
Tue, 10 May, 15:00 - 15:45 UTC
Location: Gather Area M
Session Chair: Jean-Philippe Ovarlez, ONERA
Track: Signal Processing Theory and Methods

SPTM-12.1: NEW IMPROVED CRITERION FOR MODEL SELECTION IN SPARSE HIGH-DIMENSIONAL LINEAR REGRESSION MODELS
Prakash Borpatra Gohain, Magnus Jansson, KTH Royal Institute of Technology, Sweden, Sweden

SPTM-12.2: ON THE USE OF GEODESIC TRIANGLES BETWEEN GAUSSIAN DISTRIBUTIONS FOR CLASSIFICATION PROBLEMS
Antoine Collas, Chengfang Ren, CentraleSupélec, Université Paris-Saclay, France; Florent Bouchard, CNRS, CentraleSupélec, Université Paris-Saclay, France; Guillaume Ginolhac, Université Savoie Mont Blanc, France; Arnaud Breloy, Université Paris Nanterre, France; Jean-Philippe Ovarlez, Onera, Université Paris-Saclay, France

SPTM-12.3: A NON-CONVEX PROXIMAL APPROACH FOR CENTROID-BASED CLASSIFICATION
Mewe-Hezoudah Kahanam, Laurent Le Brusquet, Ségolène Martin, Jean-Christophe Pesquet, CentraleSupelec, Université Paris-Saclay, France

SPTM-12.4: EXTENDING THE USE OF MDL FOR HIGH-DIMENSIONAL PROBLEMS: VARIABLE SELECTION, ROBUST FITTING, AND ADDITIVE MODELING
Zhenyu Wei, Thomas Lee, University of California, Davis, United States of America; Raymond Wong, Texas A&M University, United States of America

SPTM-12.5: CLUSTERING COMPLEX SUBSPACES IN LARGE DIMENSIONS
Roberto Pereira, Xavier Mestre, Centre Tecnològic de Telecomunicacions de Catalunya, Spain; David Gregoratti, Software Radio Systems, Spain

SPTM-12.6: ROBUST CLASSIFICATION WITH FLEXIBLE DISCRIMINANT ANALYSIS IN HETEROGENEOUS DATA
Pierre Houdouin, Frédéric Pascal, University Paris-Saclay, CentraleSupélec, France; Andrew Wang, University of Cambridge, United Kingdom of Great Britain and Northern Ireland; Matthieu Jonckheere, CNRS, France