Institute of Natural Sciences, Shanghai Jiao Tong University, Shanghai, China; Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, China; College of Sciences, China Jiliang University, Hangzhou, China; Key Laboratory of Intelligent Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, China; Deep Learning Theory Team, RIKEN AIP, Tokyo, Japan
Ming Li, Sho Sonoda, Feilong Cao, Yu Guang Wang, Jiye Liang
How Powerful are Shallow Neural Networks with Bandlimited Random Weights?