Items where Author is "Xu, Lihu"

Article

Lu, Jianya and Mo, Yingjun and Xiao, Zhijie and Xu, Lihu and Yao, Qiuran (2025) Distribution estimation for time series via DNN-based GANs with an application to change-point estimation. Machine Learning, 114 (9). DOI https://doi.org/10.1007/s10994-025-06851-9

Lu, Jianya and Tan, Yuzhen and Xu, Lihu (2022) Central limit theorem and self-normalized Cramér-type moderate deviation for Euler-Maruyama scheme. Bernoulli, 28 (2). pp. 937-964. DOI https://doi.org/10.3150/21-bej1372

Chen, Peng and Lu, Jianya and Xu, Lihu (2022) Approximation to Stochastic Variance Reduced Gradient Langevin Dynamics by Stochastic Delay Differential Equations. Applied Mathematics and Optimization, 85 (2). DOI https://doi.org/10.1007/s00245-022-09854-3

Conference or Workshop Item

Lu, Jianya and Pan, Bo and Wang, Yafei and Xu, Lihu and Jiang, Bei and Kong, Linglong (2026) Robust Empirical Risk Minimization from a Single Dependent Trajectory: Non-Asymptotic Theory under Infinite Variance. In: Statistics and Trustworthy AI for Cross (X)-Domain Acceleration, 2026-07-31 - 2026-08-01, Cambridge, Massachusetts, United States.