Web: http://arxiv.org/abs/2209.06905

Sept. 16, 2022, 1:11 a.m. | Yifei Yang, Dongmian Zou, Xiaofan He

cs.LG updates on arXiv.org arxiv.org

The recent rapid growth in mobile data traffic entails a pressing demand for
improving the throughput of the underlying wireless communication networks.
Network node deployment has been considered as an effective approach for
throughput enhancement which, however, often leads to highly non-trivial
non-convex optimizations. Although convex approximation based solutions are
considered in the literature, their approximation to the actual throughput may
be loose and sometimes lead to unsatisfactory performance. With this
consideration, in this paper, we propose a novel graph …

arxiv deployment graph graph neural network network neural network node

More from arxiv.org / cs.LG updates on arXiv.org

Postdoctoral Fellow: ML for autonomous materials discovery

@ Lawrence Berkeley National Lab | Berkeley, CA

Research Scientists

@ ODU Research Foundation | Norfolk, Virginia

Embedded Systems Engineer (Robotics)

@ Neo Cybernetica | Bedford, New Hampshire

2023 Luis J. Alvarez and Admiral Grace M. Hopper Postdoc Fellowship in Computing Sciences

@ Lawrence Berkeley National Lab | San Francisco, CA

Senior Manager Data Scientist

@ NAV | Remote, US

Senior AI Research Scientist

@ Earth Species Project | Remote anywhere

Research Fellow- Center for Security and Emerging Technology (Multiple Opportunities)

@ University of California Davis | Washington, DC

Staff Fellow - Data Scientist

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Staff Fellow - Senior Data Engineer

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Senior Data Engineer

@ HealthVerity | United States

Data Analyst - Business Insights

@ Sertis | Bangkok

Biomarker Data Management Specialist

@ Precision Medicine Group | Remote, United States