2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Multiclass classification for multidimensional functional data through deep neural networks
Shuoyang Wang, Guanqun Cao
The intrinsically infinite-dimensional features of the functional observations over multidimensional domains render the standard classification methods effectively inapplicable. To…
math.ST2023★ 2 cited
Minimax optimal high-dimensional classification using deep neural networks
Shuoyang Wang, Zuofeng Shang
High-dimensional classification is a fundamentally important research problem in high-dimensional data analysis. In this paper, we derive a nonasymptotic rate for the minimax exces…