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-37: Kernel Methods
Wed, 11 May, 22:00 - 22:45 China Time (UTC +8)
Wed, 11 May, 14:00 - 14:45 UTC
Location: Gather Area G
Session Chair: Jingdong Chen, Northwestern Polytechnical University
Track: Machine Learning for Signal Processing

MLSP-37.1: MULTIPLE KERNEL K-MEANS CLUSTERING WITH SIMULTANEOUS SPECTRAL ROTATION
Jitao Lu, Yihang Lu, Rong Wang, Feiping Nie, Xuelong Li, Northwestern Polytechnical University, China

MLSP-37.2: Multitask Gaussian Process with Hierarchical Latent Interactions
Kai Chen, Feng Yin, Shuguang Cui, The Chinese University of Hong Kong, Shenzhen, China; Twan van Laarhoven, Elena Marchiori, Radboud University, Nijmegen, Netherlands

MLSP-37.3: DISCRETE MULTI-KERNEL K-MEANS WITH DIVERSE AND OPTIMAL KERNEL LEARNING
Yihang Lu, Jitao Lu, Rong Wang, Feiping Nie, Northwestern Polytechnical University, China

MLSP-37.4: ACCESS CONTROL FOR PRIVACY-PRESERVING GAUSSIAN PROCESS REGRESSION
Takayuki Nakachi, University of the Ryukyus, Japan; Yitu Wang, Nippon Telegraph and Telephone Corporation, Japan

MLSP-37.5: SCALABLE RIDGE LEVERAGE SCORE SAMPLING FOR THE NYSTRÖM METHOD
Farah Cherfaoui, Hachem Kadri, LIS, France; Liva Ralaivola, Criteo IA lab, Paris, France, France

MLSP-37.6: On Submodular Set Cover Problems For Near-Optimal Online Kernel Basis Selection
Hrusikesha Pradhan, IIT Kanpur, India; Alec Koppel, Amazon, United States of America; Ketan Rajawat, Indian Institute of Technology Kanpur, India