1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.ST2024★ 1 cited
The Optimality of Kernel Classifiers in Sobolev Space
Jianfa Lai, Zhifan Li, Dongming Huang +1
Kernel methods are widely used in machine learning, especially for classification problems. However, the theoretical analysis of kernel classification is still limited. This paper…
math.ST2023
Sharp minimax optimality of LASSO and SLOPE under double sparsity assumption
Zhifan Li, Yanhang Zhang, Jianxin Yin
This paper introduces a rigorous approach to establish the sharp minimax optimalities of both LASSO and SLOPE within the framework of double sparse structures, notably without rely…