Non-Asymptotic Guarantees for Robust Statistical Learning under (1+ε)-th Moment Assumption. - Lihu Xu; Fang Yao; Qiuran Yao; Huiming Zhang (CoRR, 2022)

Distribution estimation and change-point detection for time series via DNN-based GANs. - Jianya Lu; Yingjun Mo; Zhijie Xiao; Lihu Xu; Qiuran Yao (CoRR, 2022)

Distribution Estimation of Contaminated Data via DNN-based MoM-GANs. - Fang Xie; Lihu Xu; Qiuran Yao; Huiming Zhang (CoRR, 2022)

Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption. - Lihu Xu; Fang Yao; Qiuran Yao; Huiming Zhang (J. Mach. Learn. Res., 2023)

Distribution estimation for time series via DNN-based GANs with an application to change-point estimation. - Jianya Lu; Yingjun Mo; Zhijie Xiao; Lihu Xu; Qiuran Yao (Mach. Learn., 2025)