Suchergebnisse - "learning-augmented algorithm"

Learning-Augmented Online Minimization of Age of Information and Transmission Costs von Liu, Zhongdong, Zhang, Keyuan, Li, Bin, Sun, Yin, Hou, Y. Thomas, Ji, Bo

“… We consider a discrete-time system where a resource-constrained source (e.g., a small sensor) transmits its time-sensitive data to a destination over a …”
Volltext

AI-Augmented Parameter Initialization for QAOA von Nana, Jai, Li, Xinpeng, Xie, Ning, Pu, Shusen, Yu, Yifan, Guan, Qiang, Han, Xiaotian, Xu, Shuai, Chaudhary, Vipin

“… The recent interest in learning-augmented algorithms has motivated us to explore their applicability in quantum computing, specifically during the noisy …”
Volltext

Learning-augmented Online Minimization of Age of Information and Transmission Costs von Liu, Zhongdong, Zhang, Keyuan, Li, Bin, Sun, Yin, Hou, Y. Thomas, Ji, Bo

“… We consider a discrete-time system where a resource-constrained source (e.g., a small sensor) transmits its time-sensitive data to a destination over a …”
Volltext

Incorporating predictions in online graph coloring algorithms von Antoniadis, Antonios, Broersma, Hajo, Meng, Yang

Volltext

Learning-Augmented Scheduling von Zhao, Tianming, Li, Wei, Zomaya, Albert Y.

“… The recent revival in learning theory has provided us with improved capabilities for accurate predictions. This work contributes to an emerging research agenda …”
Volltext

Boosting Double Coverage for k-Server via Imperfect Predictions von Lindermayr, Alexander, Megow, Nicole, Simon, Bertrand

“… We study the online k -server problem in a learning-augmented setting. While in the traditional online model, an algorithm has no information about the request …”
Volltext

Learning-augmented algorithms for online subset sum von Xu, Chenyang, Zhang, Guochuan

“… As one of Karp’s 21 NP-complete problems, the subset sum problem, as well as its generalization, has been well studied. Among the rich literature, there is …”
Volltext

Robust machine-learned algorithms for efficient grid operation von Christianson, Nicolas, Yeh, Christopher, Li, Tongxin, Hosseini, Mehdi, Torabi Rad, Mahdi, Golmohammadi, Azarang, Wierman, Adam

“… Increasing penetration of variable and intermittent renewable energy resources on the energy grid poses a challenge for reliable and efficient grid operation, …”
Volltext

Online Dynamic Acknowledgement with Learned Predictions von Im, Sungjin, Moseley, Benjamin, Xu, Chenyang, Zhang, Ruilong

“… We revisit the online dynamic acknowledgment problem. In the problem, a sequence of requests arrive over time to be acknowledged, and all outstanding requests …”
Volltext