no code implementations • 15 Dec 2022 • Chen Zhu, Chengbo Qiu, Shaoyu Dou, Minghao Liao
Key performance indicators(KPIs) are of great significance in the monitoring of wireless network service quality.
no code implementations • 11 Dec 2022 • Shuo Yang, Yang Jiao, Shaoyu Dou, Mana Zheng, Chen Zhu
The bilevel optimization is used to automatically update the hyperparameter, and the gradient of the hyperparameter is the approximate gradient based on the best response function.
no code implementations • 17 Jul 2022 • Shaoyu Dou, Kai Yang, Yang Jiao, Chengbo Qiu, Kui Ren
The proposed framework aspires to offer a stepping stone that gives rise to a systematic approach to model and learn similarities among a multitude of event-triggered time series.
no code implementations • 4 Oct 2020 • Yang Jiao, Kai Yang, Shaoyu Dou, Pan Luo, Sijia Liu, Dongjin Song
To this end, we propose an autonomous representation learning approach for multivariate time series (TimeAutoML) with irregular sampling rates and variable lengths.