Representation learning using deep random vector functional link networks for clustering

• Main Authors: Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Random Vector Functional Link; Unsupervised Learning
• Online Access: https://hdl.handle.net/10356/161793
• Institution: Nanyang Technological University

Random Vector Functional Link (RVFL) Networks have received a lot of attention due to the fast training speed as the non-iterative solution characteristic. Currently, the main research direction of RVFLs has supervised learning, including semi-supervised and multi-label. There are hardly any unsuper...