Davood Hajinezhad
Davood Hajinezhad
Machine Learning Researcher and Developer
Verified email at sas.com - Homepage
Title
Cited by
Cited by
Year
Prox-PDA: The proximal primal-dual algorithm for fast distributed nonconvex optimization and learning over networks
M Hong, D Hajinezhad, MM Zhao
International Conference on Machine Learning (ICML), 1529-1538, 2017
542017
A fast hybrid particle swarm optimization algorithm for flow shop sequence dependent group scheduling problem
D Hajinejad, N Salmasi, R Mokhtari
Scientia 18 (3), 759-764, 2011
522011
Nonnegative Matrix Factorization using ADMM: Algorithm and Convergence Analysis
D Hajinezhad, TH Chang, X Wang, Q Shi, M Hong
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2016
412016
ZONE: Zeroth Order Nonconvex Multi-Agent Optimization over Networks
D Hajinezhad, M Hong, A Garcia
IEEE Transactions on Automatic Control, 2019
39*2019
NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization
D Hajinezhad, M Hong, T Zhao, Z Wang
Advances In Neural Information Processing Systems (NIPS), 4385-4393, 2016
332016
Nonconvex Alternating Direction Method of Multipliers for Distributed Sparse Principal Component Analysis
D Hajinezhad, M Hong
IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2015
202015
Perturbed proximal primal–dual algorithm for nonconvex nonsmooth optimization
D Hajinezhad, M Hong
Mathematical Programming 176 (1-2), 207-245, 2019
182019
A review of cooperative multi-agent deep reinforcement learning
A OroojlooyJadid, D Hajinezhad
arXiv preprint arXiv:1908.03963, 2019
132019
Reduced variance deep reinforcement learning with temporal logic specifications
Q Gao, D Hajinezhad, Y Zhang, Y Kantaros, MM Zavlanos
IEEE International Conference on Cyber-Physical Systems, 237-248, 2019
122019
Alternating direction method of multipliers for a class of nonconvex bilinear optimization: convergence analysis and applications
D Hajinezhad, Q Shi
Journal of Global Optimization 70 (1), 261-288, 2018
102018
Gradient-free multi-agent nonconvex nonsmooth optimization
D Hajinezhad, MM Zavlanos
IEEE Conference on Decision and Control (CDC), 4939-4944, 2018
42018
Distributed nonconvex optimization: Algorithms and convergence analysis
D Hajinezhad
2017
Nonconvex Low Rank Matrix Factorization via Inexact First Order Oracle
D Hajinezhad
DIMACS Workshop on Distributed Optimization, Information Processing, and Learning
MA Chang, A Daneshmand, M Eisen, S Gade, K Gatsis, D Hajinezhad, ...
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