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20112026
most citedLearning to Optimize: Training Deep Neural Networks for Wireless Resource Management

895 citations · 5.3k across the 104 of their papers we have counts for

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Showing 2013Show all

6 papers · 1 filter

cs.IT2013

Min Flow Rate Maximization for Software Defined Radio Access Networks

Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar +3

We consider a heterogeneous network (HetNet) of base stations (BSs) connected via a backhaul network of routers and wired/wireless links with limited capacity. The optimal provisio…

cs.IT2013★ 2 cited

Outage Constrained Robust Secure Transmission for MISO Wiretap Channels

Shuai Ma, Mingyi Hong, Enbin Song +2

In this paper we consider the robust secure beamformer design for MISO wiretap channels. Assume that the eavesdroppers' channels are only partially available at the transmitter, we…

math.OC2013★ 32 cited

Iteration Complexity Analysis of Block Coordinate Descent Methods

Mingyi Hong, Xiangfeng Wang, Meisam Razaviyayn +1

In this paper, we provide a unified iteration complexity analysis for a family of general block coordinate descent (BCD) methods, covering popular methods such as the block coordin…

math.OC2013★ 85 cited

Solving Multiple-Block Separable Convex Minimization Problems Using Two-Block Alternating Direction Method of Multipliers

Xiangfeng Wang, Mingyi Hong, Shiqian Ma +1

In this paper, we consider solving multiple-block separable convex minimization problems using alternating direction method of multipliers (ADMM). Motivated by the fact that the ex…

cs.IT2013★ 25 cited

Sample Approximation-Based Deflation Approaches for Chance SINR Constrained Joint Power and Admission Control

Ya-Feng Liu, Mingyi Hong, Enbin Song

Consider the joint power and admission control (JPAC) problem for a multi-user single-input single-output (SISO) interference channel. Most existing works on JPAC assume the perfec…

math.OC2013★ 1 cited

Semidefinite approximation for mixed binary quadratically constrained quadratic programs

Zi Xu, Mingyi Hong, Zhi-Quan Luo

Motivated by applications in wireless communications, this paper develops semidefinite programming (SDP) relaxation techniques for some mixed binary quadratically constrained quadr…