A. Nedić

Most-cited papers

Achieving Geometric Convergence for Distributed Optimization Over Time-Varying Graphs
A. Nedić, A. Olshevsky, Wei Shi
2016SIAM Journal on Optimization1,185 citations Open access
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Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization
A. Nedić, A. Olshevsky, M. Rabbat
2017Proceedings of the IEEE623 citations Open access
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Push–Pull Gradient Methods for Distributed Optimization in Networks
Shi Pu, Wei Shi, Jin-Ming Xu, A. Nedić
2018IEEE Transactions on Automatic Control441 citations Open access
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Distributed stochastic gradient tracking methods
Shi Pu, A. Nedić
2018Mathematical programming401 citations Open access
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Distributed Optimization for Control
A. Nedić, Ji Liu
2018Annu. Rev. Control. Robotics Auton. Syst.358 citations
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Distributed Algorithms for Aggregative Games on Graphs
Jayash Koshal, A. Nedić, U. Shanbhag
2016Operational Research332 citations Open access
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Distributed Gradient Methods for Convex Machine Learning Problems in Networks: Distributed Optimization
A. Nedić
2020IEEE Signal Processing Magazine239 citations Open access
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Geometrically convergent distributed optimization with uncoordinated step-sizes
A. Nedić, A. Olshevsky, Wei Shi, César A. Uribe
2016American Control Conference155 citations Open access
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A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks
César A. Uribe, Soomin Lee, A. Gasnikov, A. Nedić
2018Information Theory and Applications Workshop150 citations Open access
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Distributed Generalized Nash Equilibrium Seeking in Aggregative Games on Time-Varying Networks
Giuseppe Belgioioso, A. Nedić, Sergio Grammatico
2019IEEE Transactions on Automatic Control145 citations Open access
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Geometric Convergence of Gradient Play Algorithms for Distributed Nash Equilibrium Seeking
T. Tatarenko, Wei Shi, A. Nedić
2018IEEE Transactions on Automatic Control134 citations Open access
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Tailoring Gradient Methods for Differentially Private Distributed Optimization
Yongqiang Wang, A. Nedić
2022IEEE Transactions on Automatic Control123 citations Open access
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Analysis and Control of a Continuous-Time Bi-Virus Model
Ji Liu, Philip E. Paré, A. Nedić, Choon Yik Tang +2 more
2019IEEE Transactions on Automatic Control119 citations Open access
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Epidemic Processes Over Time-Varying Networks
Philip E. Paré, C. Beck, A. Nedić
2016IEEE Transactions on Control of Network Systems113 citations Open access
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On smoothing, regularization, and averaging in stochastic approximation methods for stochastic variational inequality problems
Farzad Yousefian, A. Nedić, U. Shanbhag
2017Mathematical programming111 citations
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A Push-Pull Gradient Method for Distributed Optimization in Networks
Shi Pu, Wei Shi, Jin-Ming Xu, A. Nedić
2018IEEE Conference on Decision and Control102 citations Open access
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Improved Convergence Rates for Distributed Resource Allocation
A. Nedić, A. Olshevsky, Wei Shi
2017IEEE Conference on Decision and Control92 citations Open access
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On Convergence Rate of Weighted-Averaging Dynamics for Consensus Problems
A. Nedić, Ji Liu
2017IEEE Transactions on Automatic Control91 citations Open access
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Stochastic Dual Averaging for Decentralized Online Optimization on Time-Varying Communication Graphs
Soomin Lee, A. Nedić, M. Raginsky
2017IEEE Transactions on Automatic Control88 citations Open access
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A Distributed Stochastic Gradient Tracking Method
Shi Pu, A. Nedić
2018IEEE Conference on Decision and Control65 citations Open access
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Exponential convergence of a distributed algorithm for solving linear algebraic equations
Ji Liu, A. Morse, A. Nedić, T. Başar
2017at - Automatisierungstechnik64 citations Open access
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Self-Tuned Stochastic Approximation Schemes for Non-Lipschitzian Stochastic Multi-User Optimization and Nash Games
Farzad Yousefian, A. Nedić, U. Shanbhag
2016IEEE Transactions on Automatic Control62 citations
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Differentially Private Distributed Algorithms for Aggregative Games With Guaranteed Convergence
Yongqiang Wang, A. Nedić
2022IEEE Transactions on Automatic Control60 citations Open access
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Distributed Computation of Wasserstein Barycenters Over Networks
César A. Uribe, D. Dvinskikh, P. Dvurechensky, A. Gasnikov +1 more
2018IEEE Conference on Decision and Control57 citations Open access
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Multi-competitive viruses over time-varying networks with mutations and human awareness
Philip E. Paré, Ji Liu, C. Beck, A. Nedić +1 more
2021at - Automatisierungstechnik55 citations Open access
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Asynchronous Multiagent Primal-Dual Optimization
M. Hale, A. Nedić, M. Egerstedt
2016IEEE Transactions on Automatic Control48 citations Open access
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On Stochastic Mirror-prox Algorithms for Stochastic Cartesian Variational Inequalities: Randomized Block Coordinate and Optimal Averaging Schemes
Farzad Yousefian, A. Nedić, U. Shanbhag
2016Set-Valued and Variational Analysis47 citations Open access
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Optimizing (L0, L1)-Smooth Functions by Gradient Methods
Daniil Vankov, Anton Rodomanov, A. Nedić, Lalitha Sankar +1 more
2024International Conference on Learning Representations46 citations
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Social Networks
S. Bolouki, A. Nedić, T. Başar
201746 citations
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Optimal Algorithms for Distributed Optimization
César A. Uribe, Soomin Lee, A. Gasnikov, A. Nedić
2017arXiv.org40 citations
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A tutorial on distributed (non-Bayesian) learning: Problem, algorithms and results
A. Nedić, A. Olshevsky, César A. Uribe
2016IEEE Conference on Decision and Control36 citations Open access
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Influence of Conformist and Manipulative Behaviors on Public Opinion
S. Etesami, S. Bolouki, A. Nedić, T. Başar +1 more
2019IEEE Transactions on Control of Network Systems34 citations Open access
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Robust Constrained Consensus and Inequality-Constrained Distributed Optimization With Guaranteed Differential Privacy and Accurate Convergence
Yongqiang Wang, A. Nedić
2024IEEE Transactions on Automatic Control33 citations Open access
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Accelerated Gradient Play Algorithm for Distributed Nash Equilibrium Seeking
T. Tatarenko, Wei Shi, A. Nedić
2018IEEE Conference on Decision and Control31 citations Open access
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Multi-competitive viruses over static and time-varying networks
Philip E. Paré, Ji Liu, C. Beck, A. Nedić +1 more
2017American Control Conference31 citations Open access
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Adaptive Sequential Stochastic Optimization
Craig Wilson, V. Veeravalli, A. Nedić
2016IEEE Transactions on Automatic Control31 citations Open access
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A Distributed Augmented Lagrangian Method Over Stochastic Networks for Economic Dispatch of Large-Scale Energy Systems
W. Ananduta, C. Ocampo-Martínez, A. Nedić
2021IEEE Transactions on Sustainable Energy28 citations Open access
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Graph-Theoretic Analysis of Belief System Dynamics under Logic Constraints
A. Nedić, A. Olshevsky, César A. Uribe
2018Scientific Reports26 citations Open access
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On the analysis of a continuous-time bi-virus model
Ji Liu, Philip E. Paré, A. Nedić, Choon Yik Tang +2 more
2016IEEE Conference on Decision and Control26 citations Open access
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Decentralized Gradient Methods With Time-Varying Uncoordinated Stepsizes: Convergence Analysis and Privacy Design
Yongqiang Wang, A. Nedić
2022IEEE Transactions on Automatic Control25 citations Open access
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Resilience to Malicious Activity in Distributed Optimization for Cyberphysical Systems
Michal Yemini, A. Nedić, S. Gil, A. Goldsmith
2022IEEE Conference on Decision and Control25 citations
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A Case of Distributed Optimization in Adversarial Environment
Nikhil Ravi, A. Scaglione, A. Nedić
2019IEEE International Conference on Acoustics, Speech, and Signal Processing25 citations
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Distributed Learning for Cooperative Inference
A. Nedić, A. Olshevsky, César A. Uribe
2017arXiv.org25 citations
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A Variable Sample-Size Stochastic Quasi-Newton Method for Smooth and Nonsmooth Stochastic Convex Optimization
Afrooz Jalilzadeh, A. Nedić, U. Shanbhag, Farzad Yousefian
2018IEEE Conference on Decision and Control22 citations
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Multi-Layer Decomposition of Network Utility Maximization Problems
Nurullah Karakoç, A. Scaglione, A. Nedić, M. Reisslein
2020IEEE/ACM Transactions on Networking21 citations Open access
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Random Minibatch Subgradient Algorithms for Convex Problems with Functional Constraints
A. Nedić, I. Necoara
2019Applied Mathematics and Optimization19 citations Open access
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Decentralized consensus optimization and resource allocation
A. Nedić, A. Olshevsky, Wei Shi
201819 citations
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SUCAG: Stochastic Unbiased Curvature-aided Gradient Method for Distributed Optimization
Hoi-To Wai, N. Freris, A. Nedić, A. Scaglione
2018IEEE Conference on Decision and Control18 citations Open access
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A continuous-time distributed algorithm for solving linear equations
Ji Liu, Xu-Dong Chen, T. Başar, A. Nedić
2016American Control Conference18 citations
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Data Injection Attack on Decentralized Optimization
Sissi Xiaoxiao Wu, Hoi-To Wai, A. Scaglione, A. Nedić +1 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing17 citations
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