Parameter Choices for Sparse Regularization with the 𝓁1 Norm. - Qianru Liu; Rui Wang 096; Yuesheng Xu; Mingsong Yan (CoRR, 2022)

Hypothesis Spaces for Deep Learning. - Rui Wang; Yuesheng Xu; Mingsong Yan (CoRR, 2024)

Sparse Deep Learning Models with the ℓ1 Regularization. - Lixin Shen; Rui Wang 096; Yuesheng Xu; Mingsong Yan (CoRR, 2024)

Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces. - Rui Wang 096; Yuesheng Xu; Mingsong Yan (J. Mach. Learn. Res., 2024)

Inexact Fixed-Point Proximity Algorithm for the ℓ 0 Sparse Regularization Problem. - Ronglong Fang; Yuesheng Xu; Mingsong Yan (J. Sci. Comput., 2024)