23 citations · 29 across the 3 of their papers we have counts for
3 papers
cs.NI2026
Deep Reinforcement Learning Based Block Coordinate Descent for Downlink Weighted Sum-rate Maximization on AI-Native Wireless Networks
Siya Chen, Chee Wei Tan, H. Vincent Poor
This paper introduces a deep reinforcement learning-based block coordinate descent (DRL-based BCD) algorithm to address the nonconvex weighted sum-rate maximization (WSRM) problem…
cs.LG2021★ 23 cited
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic
Zhe Fei, Yevgen Ryeznik, Oleksandr Sverdlov +2
In the era of big data, standard analysis tools may be inadequate for making inference and there is a growing need for more efficient and innovative ways to collect, process, analy…
math.OC2008★ 6 cited
Maximizing Sum Rates in Gaussian Interference-limited Channels
Shmuel Friedland, Chee Wei Tan
We study the problem of maximizing sum rates in a Gaussian interference-limited channel that models multiuser communication in a CDMA wireless network or DSL cable binder. Using to…