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)
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)
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)
Abstract
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | time series; blocking technique; GAN; Wasserstein distance; nonasymptotic error bounds; change-point estimation |
| Divisions: | Faculty of Science and Health > Mathematics, Statistics and Actuarial Science, School of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 25 Jul 2025 10:02 |
| Last Modified: | 25 Jul 2025 10:02 |
| URI: | http://repository.essex.ac.uk/id/eprint/41308 |