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-51: Learning Theory and Algorithms III
Fri, 13 May, 21:00 - 21:45 China Time (UTC +8)
Fri, 13 May, 13:00 - 13:45 UTC
Location: Gather Area G
Session Chair: Tommy Alstrøm, Technical University of Denmark
Track: Machine Learning for Signal Processing

MLSP-51.1: Graph Learning from Multivariate Dependent Time Series via a Multi-Attribute Formulation
Jitendra Tugnait, Auburn University, United States of America

MLSP-51.2: GENERALIZED SLICED PROBABILITY METRICS
Soheil Kolouri, Vanderbilt University, United States of America; Kimia Nadjahi, Telecom Paris, France; Shahin Shahrampour, Northeastern University, United States of America; Umut Simsekli, INRIA / ENS, France

MLSP-51.3: RECOVERY OF NOISY POOLED TESTS VIA LEARNED FACTOR GRAPHS WITH APPLICATION TO COVID-19 TESTING
Eyal Fishel Ben-Knaan, Nir Shlezinger, Ben Gurion University, Israel; Yonina Eldar, Weizmann Institute of Science, Israel

MLSP-51.4: A REMEDY FOR DISTRIBUTIONAL SHIFTS THROUGH EXPECTED DOMAIN TRANSLATION
Jean-Christophe Gagnon-Audet, Irina Rish, University of Montréal and Mila - Québec AI Institute, Canada; Soroosh Shahtalebi, Vector Institute for Artificial intelligence, Canada; Frank Rudzicz, University of Toronto and Vector Institute for Artificial intelligence, Canada

MLSP-51.5: DETERMINISTIC TRANSFORM BASED WEIGHT MATRICES FOR NEURAL NETWORKS
Pol Grau Jurado, Saikat Chatterjee, KTH Royal Institute of Technology, Sweden; Xinyue Liang, Ocean University of China, China

MLSP-51.6: ADAPTIVE GROUP TESTING WITH MISMATCHED MODELS
Mingzhou Fan, Byung-Jun Yoon, Edward R. Dougherty, Xiaoning Qian, Texas A&M University, United States of America; Francis Alexander, Brookhaven National Laboratory, United States of America