most citedOn the Linear Convergence of the Alternating Direction Method of Multipliers

156 citations · 165 across the 6 of their papers we have counts for

collaborators

6 papers

math.OC20125 cited

A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization

Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo

The block coordinate descent (BCD) method is widely used for minimizing a continuous function f of several block variables. At each iteration of this method, a single block of vari…

cs.IT2012

Linear Transceiver Design for a MIMO Interfering Broadcast Channel Achieving Max-Min Fairness

Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo

We consider the problem of linear transceiver design to achieve max-min fairness in a downlink MIMO multicell network. This problem can be formulated as maximizing the minimum rate…

math.OC2012156 cited

On the Linear Convergence of the Alternating Direction Method of Multipliers

Mingyi Hong, Zhi-Quan Luo

We analyze the convergence rate of the alternating direction method of multipliers (ADMM) for minimizing the sum of two or more nonsmooth convex separable functions subject to line…

cs.GT2012

An Adaptive Online Ad Auction Scoring Algorithm for Revenue Maximization

Chenyang Li, Mingyi Hong, Randy Cogill +1

Sponsored search becomes an easy platform to match potential consumers' intent with merchants' advertising. Advertisers express their willingness to pay for each keyword in terms o…

cs.IT2011

Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part II: Equilibria and Algorithms for Joint Access Point Selection and Power Allocation

Mingyi Hong, Alfredo Garcia, Jorge Barrera

In the first part of this paper, we have studied solely the spectrum sharing aspect of the above problem, and proposed algorithms for the CUs in the single AP network to efficientl…

cs.IT20114 cited

Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part I: Equilibria and Algorithms for Power Allocation

Mingyi Hong, Alfredo Garcia, Stephen Wilson

Spectrum management has been identified as a crucial step towards enabling the technology of a cognitive radio network (CRN). Most of the current works dealing with spectrum manage…