Items where Author is "Lu, Jianya"
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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. (In Press)
Wang, Yafei and Pan, Bo and Li, Mei and Lu, Jianya and Kong, Lingchen and Jiang, Bei and Kong, Linglong (2024) Sample Average Approximation for Conditional Stochastic Optimization with Dependent Data. In: 41st International Conference on Machine Learning (ICML), 2024-07-21 - 2024-07-27, Vienna, Austria.
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
Jin, Xinghu and Li, Xiang and Lu, Jianya (2020) A kernel bound for non-symmetric stable distribution and its applications. Journal of Mathematical Analysis and Applications, 488 (2). p. 124063. DOI https://doi.org/10.1016/j.jmaa.2020.124063