no code implementations • 9 Apr 2024 • Wei Zi, Siyi Wang, Hyunji Kim, Xiaoming Sun, Anupam Chattopadhyay, Patrick Rebentrost
In recent years, Quantum Machine Learning (QML) has increasingly captured the interest of researchers.
no code implementations • 3 Apr 2024 • Siyi Wang, Zifan Wang, Xinlei Yi, Michael M. Zavlanos, Karl H. Johansson, Sandra Hirche
Considering non-stationary environments in online optimization enables decision-maker to effectively adapt to changes and improve its performance over time.
no code implementations • 28 Feb 2024 • Yiyan Huang, Cheuk Hang Leung, Siyi Wang, Yijun Li, Qi Wu
The growing demand for personalized decision-making has led to a surge of interest in estimating the Conditional Average Treatment Effect (CATE).
no code implementations • 13 Feb 2024 • Siyi Wang, Sandra Hirche
Moreover, by the diagonal system matrix assumption, the optimal scheduling policy is shown to be of threshold type.
no code implementations • 17 Apr 2023 • Yuxing Yang, Junhao Zhao, Siyi Wang, Xiangyu Min, Pengchao Wang, Haizhou Wang
With the rise of short video platforms as prominent channels for news dissemination, major platforms in China have gradually evolved into fertile grounds for the proliferation of fake news.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +5
no code implementations • 11 Apr 2023 • Xiaobing Dai, Huanzhuo Wu, Siyi Wang, Junjie Jiao, Giang T. Nguyen, Frank H. P. Fitzek, Sandra Hirche
We adopt the concept of field Kalman filtering, where the dual estimation problem is decomposed into a fast state estimation process and a computationally expensive parameter estimation process.
no code implementations • 23 Mar 2023 • Zifan Wang, Yulong Gao, Siyi Wang, Michael M. Zavlanos, Alessandro Abate, Karl H. Johansson
Distributional reinforcement learning (DRL) enhances the understanding of the effects of the randomness in the environment by letting agents learn the distribution of a random return, rather than its expected value as in standard RL.
no code implementations • 28 Oct 2021 • Siyi Wang, Xing Yan, Bangqi Zheng, Hu Wang, Wangli Xu, Nanbo Peng, Qi Wu
We design a system for risk-analyzing and pricing portfolios of non-performing consumer credit loans.
no code implementations • 7 Apr 2021 • Siyi Wang, Qingchen Liu, Precious Ugo Abara, John S. Baras, Sandra Hirche
In this paper, we study the trade-off between the transmission cost and the control performance of the multi-loop networked control system subject to network-induced delay.