Davood Hajinezhad

16 papers A* 2Misc 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A trust-region approach for computing Pareto fronts in multiobjective derivative-free optimization.
Optim. Lett.
Aboozar Mohammadi, Davood Hajinezhad, Alfredo García
2023 J jnl
A review of cooperative multi-agent deep reinforcement learning.
Appl. Intell.
Afshin Oroojlooy, Davood Hajinezhad
2022 J jnl
Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods.
Comput. Biol. Medicine
Farshad Saberi-Movahed, Mahyar Mohammadifard, Adel Mehrpooya, Mohammad Rezaei-Ravari, Kamal Berahmand, Mehrdad Rostami, Saeed Karami, Mohammad Najafzadeh, Davood Hajinezhad, Mina Jamshidi, Farshid Abedi, Mahtab Mohammadifard, Elnaz Farbod, Farinaz Safavi, Mohammadreza Dorvash, Negar Mottaghi-Dastjerdi, Shahrzad Vahedi, Mahdi Eftekhari, Farid Saberi-Movahed, Hamid Alinejad-Rokny, Shahab S. Band, Iman Tavassoly
2020 A* conf
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control.
NeurIPS
Afshin Oroojlooy, MohammadReza Nazari, Davood Hajinezhad, Jorge Silva
2020 J jnl
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control.
CoRR
Afshin Oroojlooy, MohammadReza Nazari, Davood Hajinezhad, Jorge Silva
2019 J jnl
A Review of Cooperative Multi-Agent Deep Reinforcement Learning.
CoRR
Afshin Oroojlooyjadid, Davood Hajinezhad
2019 J jnl
Perturbed proximal primal-dual algorithm for nonconvex nonsmooth optimization.
Math. Program.
Davood Hajinezhad, Mingyi Hong
2019 — conf
Reduced variance deep reinforcement learning with temporal logic specifications.
ICCPS
Qitong Gao, Davood Hajinezhad, Yan Zhang, Yiannis Kantaros, Michael M. Zavlanos
2019 J jnl
ZONE: Zeroth-Order Nonconvex Multiagent Optimization Over Networks.
IEEE Trans. Autom. Control.
Davood Hajinezhad, Mingyi Hong, Alfredo García
2018 J jnl
Alternating direction method of multipliers for a class of nonconvex bilinear optimization: convergence analysis and applications.
J. Glob. Optim.
Davood Hajinezhad, Qingjiang Shi
2018 — conf
Gradient-Free Multi-Agent Nonconvex Nonsmooth Optimization.
CDC
Davood Hajinezhad, Michael M. Zavlanos
2017 A* conf
Prox-PDA: The Proximal Primal-Dual Algorithm for Fast Distributed Nonconvex Optimization and Learning Over Networks.
ICML
Mingyi Hong, Davood Hajinezhad, Ming-Min Zhao
2016 — conf
NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization.
NIPS
Davood Hajinezhad, Mingyi Hong, Tuo Zhao, Zhaoran Wang
2016 J jnl
NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization.
CoRR
Davood Hajinezhad, Mingyi Hong, Tuo Zhao, Zhaoran Wang
2016 Misc conf
Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis.
ICASSP
Davood Hajinezhad, Tsung-Hui Chang, Xiangfeng Wang, Qingjiang Shi, Mingyi Hong
2015 — conf
Nonconvex alternating direction method of multipliers for distributed sparse principal component analysis.
GlobalSIP
Davood Hajinezhad, Mingyi Hong