Jointly optimized ensemble deep random vector functional link network for semi-supervised classification

• Main Authors: Shi, Qiushi, Suganthan, Ponnuthurai Nagaratnam, Del Ser, Javier
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Random Vector Functional Link Network; Jointly Optimized Learning Strategy
• Online Access: https://hdl.handle.net/10356/163122
• Institution: Nanyang Technological University

Randomized neural networks have become more and more attractive recently since they use closed-form solutions for parameter training instead of gradient-based approaches. Among them, the random vector functional link network (RVFL) and its deeper version ensemble deep random vector functional link n...