Meisam Razaviyayn
Cited by
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An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel
Q Shi, M Razaviyayn, ZQ Luo, C He
IEEE Transactions on Signal Processing 59 (9), 4331-4340, 2011
A unified convergence analysis of block successive minimization methods for nonsmooth optimization
M Razaviyayn, M Hong, ZQ Luo
SIAM Journal on Optimization 23 (2), 1126-1153, 2013
Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems
M Hong, ZQ Luo, M Razaviyayn
SIAM Journal on Optimization 26 (1), 337-364, 2016
A unified algorithmic framework for block-structured optimization involving big data: With applications in machine learning and signal processing
M Hong, M Razaviyayn, ZQ Luo, JS Pang
IEEE Signal Processing Magazine 33 (1), 57-77, 2015
On the degrees of freedom achievable through interference alignment in a MIMO interference channel
M Razaviyayn, G Lyubeznik, ZQ Luo
IEEE Transactions on Signal Processing 60 (2), 812-821, 2011
Solving a class of non-convex min-max games using iterative first order methods
M Nouiehed, M Sanjabi, T Huang, JD Lee, M Razaviyayn
Advances in Neural Information Processing Systems 32, 2019
Linear transceiver design for interference alignment: Complexity and computation
M Razaviyayn, M Sanjabi, ZQ Luo
IEEE Transactions on Information Theory 58 (5), 2896-2910, 2012
Iteration complexity analysis of block coordinate descent methods
M Hong, X Wang, M Razaviyayn, ZQ Luo
Mathematical Programming 163 (1), 85-114, 2017
Successive convex approximation: Analysis and applications
M Razaviyayn
University of Minnesota, 2014
Computing B-stationary points of nonsmooth DC programs
JS Pang, M Razaviyayn, A Alvarado
Mathematics of Operations Research 42 (1), 95-118, 2017
On the convergence and robustness of training gans with regularized optimal transport
M Sanjabi, J Ba, M Razaviyayn, JD Lee
Advances in Neural Information Processing Systems 31, 2018
A stochastic successive minimization method for nonsmooth nonconvex optimization with applications to transceiver design in wireless communication networks
M Razaviyayn, M Sanjabi, ZQ Luo
Mathematical Programming 157 (2), 515-545, 2016
Linear transceiver design for a MIMO interfering broadcast channel achieving max–min fairness
M Razaviyayn, M Hong, ZQ Luo
Signal Processing 93 (12), 3327-3340, 2013
A block successive upper-bound minimization method of multipliers for linearly constrained convex optimization
M Hong, TH Chang, X Wang, M Razaviyayn, S Ma, ZQ Luo
Mathematics of Operations Research 45 (3), 833-861, 2020
Parallel successive convex approximation for nonsmooth nonconvex optimization
M Razaviyayn, M Hong, ZQ Luo, JS Pang
Advances in neural information processing systems 27, 2014
Optimal joint base station assignment and beamforming for heterogeneous networks
M Sanjabi, M Razaviyayn, ZQ Luo
IEEE Transactions on Signal Processing 62 (8), 1950-1961, 2014
A new sequential optimization procedure and its applications to resource allocation for wireless systems
A Aubry, A De Maio, A Zappone, M Razaviyayn, ZQ Luo
IEEE Transactions on Signal Processing 66 (24), 6518-6533, 2018
A Stackelberg game approach to distributed spectrum management
M Razaviyayn, ZQ Luo, P Tseng, JS Pang
Mathematical programming 129 (2), 197-224, 2011
Efficient Search of First-Order Nash Equilibria in Nonconvex-Concave Smooth Min-Max Problems
DM Ostrovskii, A Lowy, M Razaviyayn
arXiv preprint arXiv:2002.07919, 2020
Gradient primal-dual algorithm converges to second-order stationary solution for nonconvex distributed optimization over networks
M Hong, M Razaviyayn, J Lee
International Conference on Machine Learning, 2009-2018, 2018
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