Graduate School of Information Science and Technology, The University of Tokyo, Japan; Graduate School of Information Science and Technology, The University of Tokyo, Japan; Center for Advanced Intelligence Project, RIKEN, Japan
Akiyama Shunta, Taiji Suzuki
Deep learning theory;optimization;learning theory;excess risk
Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods