Concepedia

Davood Hajinezhad

DH

11

Publications

566

Citations

11

H-Index

2015

Active since

Affiliations

Iowa State University(Current)

SAS Institute (United States)

Princeton University

University of Minnesota

Georgia Institute of Technology

Davood Hajinezhad is an author at Iowa State University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningConvex OptimizationNumerical AnalysisParallel ComputingInverse ProblemsDistributed OptimizationMathematical ProgrammingData Science

Publications per year

2015–2020

11

Publications

11

Prox-PDA: The Proximal Primal-Dual Algorithm for Fast Distributed Nonconvex Optimization and Learning Over Networks

Mingyi Hong, Davood Hajinezhad, Ming Zhao · 2017 · 117 citations · Full text

Engineering, Machine Learning, Learning Over Networks +7

ZONE: Zeroth-Order Nonconvex Multiagent Optimization Over Networks

Davood Hajinezhad, Mingyi Hong, Alfredo García · IEEE Transactions on Automatic Control · 2019 · 81 citations

Mathematical Programming, Large-scale Global Optimization, Network Science +14

Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis

Davood Hajinezhad, Tsung‐Hui Chang, Xiangfeng Wang et al. · 2016 · 68 citations

Mathematical Programming, Sparse Representation, Engineering +12

Perturbed proximal primal–dual algorithm for nonconvex nonsmooth optimization

Davood Hajinezhad, Mingyi Hong · Mathematical Programming · 2019 · 67 citations

Numerical Analysis, Engineering, Convex Optimization +2

Reduced variance deep reinforcement learning with temporal logic specifications

Qitong Gao, Davood Hajinezhad, Yan Zhang et al. · 2019 · 41 citations

Artificial Intelligence, Model-free Learning, Engineering +15

Rows per page

1–5 of 11