Top items for Hong, Mingyi

Item title	Downloads
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing	593
Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems	557
On the linear convergence of the alternating direction method of multipliers	376
Multi-Agent Distributed Optimization via Inexact Consensus ADMM	370
Cross-Layer Provision of Future Cellular Networks: A WMMSE-based approach	282
SINR Constrained Beamforming for a MIMO Multi-User Downlink System: Algorithms and Convergence Analysis	253
A Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization: Convergence Analysis and Optimality	242
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization	231
Iteration complexity analysis of block coordinate descent methods	173
Asynchronous Distributed ADMM for Large-Scale Optimization—Part II: Linear Convergence Analysis and Numerical Performance	170