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Lihu Xu
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
Outlier Detection
Robust Statistical
Normalized Maximum Likelihood
Learning Process
Top Venues
CoRR
J. Mach. Learn. Res.
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Publications
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Lihu Xu
,
Fang Yao
,
Qiuran Yao
,
Huiming Zhang
Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption.
J. Mach. Learn. Res.
24 (2023)
Peng Chen
,
Xinghu Jin
,
Yimin Xiao
,
Lihu Xu
Approximation of the invariant measure for stable SDE by the Euler-Maruyama scheme with decreasing step-sizes.
CoRR
(2023)
Lihu Xu
,
Fang Yao
,
Qiuran Yao
,
Huiming Zhang
Non-Asymptotic Guarantees for Robust Statistical Learning under (1+ε)-th Moment Assumption.
CoRR
(2022)
Jianya Lu
,
Yingjun Mo
,
Zhijie Xiao
,
Lihu Xu
,
Qiuran Yao
Distribution estimation and change-point detection for time series via DNN-based GANs.
CoRR
(2022)
Fang Xie
,
Lihu Xu
,
Qiuran Yao
,
Huiming Zhang
Distribution Estimation of Contaminated Data via DNN-based MoM-GANs.
CoRR
(2022)