Angelia Nedic

256 papers A* 2B 4C 19Misc 12Journal 139Unranked 77
YearRankTypeTitle / Venue / Authors
2026 J jnl
An accelerated distributed stochastic gradient method with momentum.
Math. Program.
Kun Huang, Shi Pu, Angelia Nedic
2026 J jnl
Bi-CrowdCache: A Decentralized Game-Theoretic Model for Edge Content Sharing Over Time-Varying Communication Networks.
IEEE Trans. Mob. Comput.
Duong Thuy Anh Nguyen, Jiaming Cheng, Ni Trieu, Duong Tung Nguyen, Angelia Nedic
2026 J jnl
Correction: An accelerated distributed stochastic gradient method with momentum.
Math. Program.
Kun Huang, Shi Pu, Angelia Nedic
2026 J jnl
Corrections to "Characterizing Trust and Resilience in Distributed Consensus for Cyberphysical Systems".
IEEE Trans. Robotics
Michal Yemini, Angelia Nedic, Andrea J. Goldsmith, Stephanie Gil
2026 J jnl
Randomized Feasibility Methods for Constrained Optimization with Adaptive Step Sizes.
CoRR
Abhishek Chakraborty, Angelia Nedic
2025 J jnl
Distributed Nash Equilibrium Seeking Over Time-Varying Directed Communication Networks.
IEEE Trans. Control. Netw. Syst.
Duong Thuy Anh Nguyen, Duong Tung Nguyen, Angelia Nedic
2025 J jnl
How Physicality Enables Cy-Trust: A New Era of Trust-Centered Cyber-Physical Systems.
Proc. IEEE
Stephanie Gil, Michal Yemini, Arsenia Chorti, Angelia Nedic, H. Vincent Poor, Andrea J. Goldsmith
2025 J jnl
Learning Trust Over Directed Graphs in the Presence of Adversaries.
IEEE Trans. Autom. Control.
Orhan Eren Akgün, Arif Kerem Dayi, Angelia Nedic, Stephanie Gil
2025 J jnl
Multi-Agent Trustworthy Consensus under Random Dynamic Attacks.
CoRR
Orhan Eren Akgün, Sarper Aydin, Stephanie Gil, Angelia Nedic
2025 J jnl
On existence of solutions to nonconvex minimization problems.
J. Glob. Optim.
Rohan Rele, Angelia Nedic
2025 C conf
Quasi Nash Equilibrium in Low Interaction Network Games.
ACC
Sina Arefizadeh, Angelia Nedic, Sadegh Arefizadeh, Zhan Shu
2025 — conf
Resilient Consensus without Finite Time Detection Guarantees.
CDC
Sarper Aydin, Orhan Eren Akgün, Stephanie Gil, Angelia Nedic
2025 J jnl
Resilient Distributed Optimization for Multiagent Cyberphysical Systems.
IEEE Trans. Autom. Control.
Michal Yemini, Angelia Nedic, Andrea J. Goldsmith, Stephanie Gil
2025 — conf
Strategic Attacks on Finite-Time Consensus.
EUSIPCO
Orhan Eren Akgün, Thomas Kaminsky, Áron Vékássy, Angelia Nedic, Stephanie Gil
2024 J jnl
Accelerated $AB$/Push-Pull Methods for Distributed Optimization Over Time-Varying Directed Networks.
IEEE Trans. Control. Netw. Syst.
Duong Thuy Anh Nguyen, Duong Tung Nguyen, Angelia Nedic
2024 — conf
Accelerating Distributed Nash Equilibrium Seeking.
ECC
Tatiana Tatarenko, Angelia Nedic
2024 J jnl
An Accelerated Distributed Stochastic Gradient Method with Momentum.
CoRR
Kun Huang, Shi Pu, Angelia Nedic
2024 — conf
Constrained multi-cluster game: Distributed Nash equilibrium seeking over directed graphs.
CDC
Duong Thuy Anh Nguyen, Mattia Bianchi, Florian Dörfler, Duong Tung Nguyen, Angelia Nedic
2024 J jnl
Decentralized Gradient Methods With Time-Varying Uncoordinated Stepsizes: Convergence Analysis and Privacy Design.
IEEE Trans. Autom. Control.
Yongqiang Wang, Angelia Nedic
2024 J jnl
Differentially Private Distributed Algorithms for Aggregative Games With Guaranteed Convergence.
IEEE Trans. Autom. Control.
Yongqiang Wang, Angelia Nedic
2024 J jnl
Distributed constrained optimization algorithms with linear convergence rate over time-varying unbalanced graphs.
Autom.
Hongzhe Liu, Wenwu Yu, Wei Xing Zheng, Angelia Nedic, Yanan Zhu
2024 J jnl
Fast Distributed Optimization over Directed Graphs under Malicious Attacks using Trust.
CoRR
Arif Kerem Dayi, Orhan Eren Akgün, Stephanie Gil, Michal Yemini, Angelia Nedic
2024 J jnl
Multi-Agent Resilient Consensus under Intermittent Faulty and Malicious Transmissions (Extended Version).
CoRR
Sarper Aydin, Orhan Eren Akgün, Stephanie Gil, Angelia Nedic
2024 — conf
Multi-Agent Resilient Consensus under Intermittent Faulty and Malicious Transmissions.
CDC
Sarper Aydin, Orhan Eren Akgün, Stephanie Gil, Angelia Nedic
2024 — conf
Non-Monotone Variational Inequalities.
Allerton
Sina Arefizadeh, Angelia Nedic
2024 — conf
Popov Mirror-Prox for solving Variational Inequalities.
CDC
Abhishek Chakraborty, Angelia Nedic
2024 C conf
Projected Push-Pull for Distributed Constrained Optimization Over Time-Varying Directed Graphs.
ACC
Orhan Eren Akgün, Arif Kerem Dayi, Stephanie Gil, Angelia Nedic
2024 J jnl
Robust Constrained Consensus and Inequality-Constrained Distributed Optimization With Guaranteed Differential Privacy and Accurate Convergence.
IEEE Trans. Autom. Control.
Yongqiang Wang, Angelia Nedic
2024 J jnl
Robust Constrained Consensus and Inequality-constrained Distributed Optimization with Guaranteed Differential Privacy and Accurate Convergence.
CoRR
Yongqiang Wang, Angelia Nedic
2024 J jnl
Tailoring Gradient Methods for Differentially Private Distributed Optimization.
IEEE Trans. Autom. Control.
Yongqiang Wang, Angelia Nedic
2023 — conf
Characterization of Potential Games: Application in Aggregative Games.
Allerton
Sina Arefizadeh, Angelia Nedic
2023 B conf
CrowdCache: A Decentralized Game-Theoretic Framework for Mobile Edge Content Sharing.
WiOpt
Duong Thuy Anh Nguyen, Jiaming Cheng, Duong Tung Nguyen, Angelia Nedic
2023 — conf
Differentially-Private Distributed Optimization with Guaranteed Optimality.
CDC
Yongqiang Wang, Angelia Nedic
2023 Misc conf
Distributed Stochastic Optimization with Gradient Tracking over Time- Varying Directed Networks.
ACSSC
Duong Thuy Anh Nguyen, Duong Tung Nguyen, Angelia Nedic
2023 J jnl
Dynamics based privacy preservation in decentralized optimization.
Autom.
Huan Gao, Yongqiang Wang, Angelia Nedic
2023 J jnl
Geometric Convergence of Distributed Heavy-Ball Nash Equilibrium Algorithm Over Time-Varying Digraphs With Unconstrained Actions.
IEEE Control. Syst. Lett.
Duong Thuy Anh Nguyen, Duong Tung Nguyen, Angelia Nedic
2023 J jnl
How Physicality Enables Trust: A New Era of Trust-Centered Cyberphysical Systems.
CoRR
Stephanie Gil, Michal Yemini, Arsenia Chorti, Angelia Nedic, H. Vincent Poor, Andrea J. Goldsmith
2023 J jnl
Nash Equilibrium Seeking Over Digraphs With Row-Stochastic Matrices and Network-Independent Step-Sizes.
IEEE Control. Syst. Lett.
Duong Thuy Anh Nguyen, Mattia Bianchi, Florian Dörfler, Duong Tung Nguyen, Angelia Nedic
2023 J jnl
Nash equilibrium seeking over digraphs with row-stochastic matrices and network-independent step-sizes.
CoRR
Duong Thuy Anh Nguyen, Mattia Bianchi, Florian Dörfler, Duong Tung Nguyen, Angelia Nedic
2023 J jnl
Projected Push-Pull For Distributed Constrained Optimization Over Time-Varying Directed Graphs (extended version).
CoRR
Orhan Eren Akgün, Arif Kerem Dayi, Stephanie Gil, Angelia Nedic
2022 — conf
A Distributed Algorithm for Aggregative Games on Directed Communication Graphs.
CDC
Sina Arefizadeh, Angelia Nedic
2022 J jnl
A Variable Sample-Size Stochastic Quasi-Newton Method for Smooth and Nonsmooth Stochastic Convex Optimization.
Math. Oper. Res.
Afrooz Jalilzadeh, Angelia Nedic, Uday V. Shanbhag, Farzad Yousefian
2022 J jnl
Characterizing Trust and Resilience in Distributed Consensus for Cyberphysical Systems.
IEEE Trans. Robotics
Michal Yemini, Angelia Nedic, Andrea J. Goldsmith, Stephanie Gil
2022 J jnl
Distributed Augmented Lagrangian Method for Link-Based Resource Sharing Problems of Multiagent Systems.
IEEE Trans. Autom. Control.
Wicak Ananduta, Angelia Nedic, Carlos Ocampo-Martinez
2022 J jnl
Distributed Nash Equilibrium Seeking over Time-Varying Directed Communication Networks.
CoRR
Duong Thuy Anh Nguyen, Duong Tung Nguyen, Angelia Nedic
2022 J jnl
Learning Trust Over Directed Graphs in Multiagent Systems (extended version).
CoRR
Orhan Eren Akgün, Arif Kerem Dayi, Stephanie Gil, Angelia Nedic
2022 J jnl
Nonasymptotic Concentration Rates in Cooperative Learning - Part II: Inference on Compact Hypothesis Sets.
IEEE Trans. Control. Netw. Syst.
César A. Uribe, Alex Olshevsky, Angelia Nedic
2022 J jnl
Nonasymptotic Concentration Rates in Cooperative Learning-Part I: Variational Non-Bayesian Social Learning.
IEEE Trans. Control. Netw. Syst.
César A. Uribe, Alex Olshevsky, Angelia Nedic
2022 — conf
Resilience to Malicious Activity in Distributed Optimization for Cyberphysical Systems.
CDC
Michal Yemini, Angelia Nedic, Stephanie Gil, Andrea J. Goldsmith
2022 J jnl
Resilient Distributed Optimization for Multi-Agent Cyberphysical Systems.
CoRR
Michal Yemini, Angelia Nedic, Andrea J. Goldsmith, Stephanie Gil
2022 J jnl
Tailoring Gradient Methods for Differentially-Private Distributed Optimization.
CoRR
Yongqiang Wang, Angelia Nedic
2021 J jnl
A dual approach for optimal algorithms in distributed optimization over networks.
Optim. Methods Softw.
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
2021 J jnl
Characterizing Trust and Resilience in Distributed Consensus for Cyberphysical Systems.
CoRR
Michal Yemini, Angelia Nedic, Andrea Goldsmith, Stephanie Gil
2021 J jnl
Distributed Generalized Nash Equilibrium Seeking in Aggregative Games on Time-Varying Networks.
IEEE Trans. Autom. Control.
Giuseppe Belgioioso, Angelia Nedic, Sergio Grammatico
2021 J jnl
Distributed stochastic gradient tracking methods.
Math. Program.
Shi Pu, Angelia Nedic
2021 J jnl
Geometric Convergence of Gradient Play Algorithms for Distributed Nash Equilibrium Seeking.
IEEE Trans. Autom. Control.
Tatiana Tatarenko, Wei Shi, Angelia Nedic
2021 J jnl
Minibatch stochastic subgradient-based projection algorithms for feasibility problems with convex inequalities.
Comput. Optim. Appl.
Ion Necoara, Angelia Nedic
2021 J jnl
Multi-competitive viruses over time-varying networks with mutations and human awareness.
Autom.
Philip E. Paré, Ji Liu, Carolyn L. Beck, Angelia Nedic, Tamer Basar
2021 J jnl
Push-Pull Gradient Methods for Distributed Optimization in Networks.
IEEE Trans. Autom. Control.
Shi Pu, Wei Shi, Jinming Xu, Angelia Nedic
2020 Misc conf
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks.
ITA
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
2020 J jnl
A General Framework for Decentralized Optimization With First-Order Methods.
Proc. IEEE
Ran Xin, Shi Pu, Angelia Nedic, Usman A. Khan
2020 J jnl
A general framework for decentralized optimization with first-order methods.
CoRR
Ran Xin, Shi Pu, Angelia Nedic, Usman A. Khan
2020 — conf
Accelerated Multi-Agent Optimization Method over Stochastic Networks.
CDC
Wicak Ananduta, Carlos Ocampo-Martinez, Angelia Nedic
2020 J jnl
Accelerated Multi-Agent Optimization Method over Stochastic Networks.
CoRR
Wicak Ananduta, Carlos Ocampo-Martinez, Angelia Nedic
2020 J jnl
Accelerating incremental gradient optimization with curvature information.
Comput. Optim. Appl.
Hoi-To Wai, Wei Shi, César A. Uribe, Angelia Nedic, Anna Scaglione
2020 — conf
Convergence Rate of a Penalty Method for Strongly Convex Problems with Linear Constraints.
CDC
Angelia Nedic, Tatiana Tatarenko
2020 J jnl
Distributed Gradient Methods for Convex Machine Learning Problems in Networks: Distributed Optimization.
IEEE Signal Process. Mag.
Angelia Nedic
2020 J jnl
Multi-Layer Decomposition of Network Utility Maximization Problems.
IEEE/ACM Trans. Netw.
Nurullah Karakoç, Anna Scaglione, Angelia Nedic, Martin Reisslein
2020 J jnl
On Stochastic and Deterministic Quasi-Newton Methods for Nonstrongly Convex Optimization: Asymptotic Convergence and Rate Analysis.
SIAM J. Optim.
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2020 B conf
On the Sample Complexity and Optimization Landscape for Quadratic Feasibility Problems.
ISIT
Parth K. Thaker, Gautam Dasarathy, Angelia Nedic
2020 J jnl
On the Sample Complexity and Optimization Landscape for Quadratic Feasibility Problems.
CoRR
Parth Thaker, Gautam Dasarathy, Angelia Nedic
2020 J jnl
Optimal Distributed Convex Optimization on Slowly Time-Varying Graphs.
IEEE Trans. Control. Netw. Syst.
Alexander Rogozin, César A. Uribe, Alexander V. Gasnikov, Nikolay Malkovsky, Angelia Nedic
2020 J jnl
Optimization for Data-Driven Learning and Control.
Proc. IEEE
Usman A. Khan, Waheed U. Bajwa, Angelia Nedic, Michael G. Rabbat, Ali H. Sayed
2019 Misc conf
A Case of Distributed Optimization in Adversarial Environment.
ICASSP
Nikhil Ravi, Anna Scaglione, Angelia Nedic
2019 J jnl
Adaptive Sequential Stochastic Optimization.
IEEE Trans. Autom. Control.
Craig Wilson, Venugopal V. Veeravalli, Angelia Nedic
2019 J jnl
Analysis and Control of a Continuous-Time Bi-Virus Model.
IEEE Trans. Autom. Control.
Ji Liu, Philip E. Paré, Angelia Nedic, Choon Yik Tang, Carolyn L. Beck, Tamer Basar
2019 J jnl
Data Clustering and Graph Partitioning via Simulated Mixing.
IEEE Trans. Netw. Sci. Eng.
Shahzad F. Bhatti, Carolyn L. Beck, Angelia Nedic
2019 — conf
Distributed generalized Nash equilibrium seeking in aggregative games under partial-decision information via dynamic tracking.
CDC
Giuseppe Belgioioso, Angelia Nedic, Sergio Grammatico
2019 J jnl
Influence of Conformist and Manipulative Behaviors on Public Opinion.
IEEE Trans. Control. Netw. Syst.
S. Rasoul Etesami, Sadegh Bolouki, Angelia Nedic, Tamer Basar, H. Vincent Poor
2019 — conf
Random minibatch projection algorithms for convex feasibility problems.
CDC
Angelia Nedic, Ion Necoara
2018 — conf
A Distributed Stochastic Gradient Tracking Method.
CDC
Shi Pu, Angelia Nedic
2018 J jnl
A Distributed Stochastic Gradient Tracking Method.
CoRR
Shi Pu, Angelia Nedic
2018 J jnl
A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks.
CoRR
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
2018 — conf
A Push-Pull Gradient Method for Distributed Optimization in Networks.
CDC
Shi Pu, Wei Shi, Jinming Xu, Angelia Nedic
2018 — conf
A Variable Sample-Size Stochastic Quasi-Newton Method for Smooth and Nonsmooth Stochastic Convex Optimization.
CDC
Afrooz Jalilzadeh, Angelia Nedic, Uday V. Shanbhag, Farzad Yousefian
2018 — conf
Accelerated Gradient Play Algorithm for Distributed Nash Equilibrium Seeking.
CDC
Tatiana Tatarenko, Wei Shi, Angelia Nedic
2018 J jnl
Coordinate Dual Averaging for Decentralized Online Optimization With Nonseparable Global Objectives.
IEEE Trans. Control. Netw. Syst.
Soomin Lee, Angelia Nedic, Maxim Raginsky
2018 Misc conf
Data Injection Attack on Decentralized Optimization.
ICASSP
Sissi Xiaoxiao Wu, Hoi-To Wai, Anna Scaglione, Angelia Nedic, Amir Leshem
2018 J jnl
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters.
CoRR
Pavel E. Dvurechensky, Darina Dvinskikh, Alexander V. Gasnikov, César A. Uribe, Angelia Nedic
2018 — conf
Discrete-Time Polar Opinion Dynamics with Heterogeneous Individuals.
CDC
Ji Liu, Mengbin Ye, Brian D. O. Anderson, Tamer Basar, Angelia Nedic
2018 — conf
Distributed Computation of Wasserstein Barycenters Over Networks.
CDC
Cesar A. Uribe, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Angelia Nedic
2018 J jnl
Distributed Computation of Wasserstein Barycenters over Networks.
CoRR
César A. Uribe, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Angelia Nedic
2018 J jnl
Distributed Optimization for Control.
Annu. Rev. Control. Robotics Auton. Syst.
Angelia Nedic, Ji Liu
2018 J jnl
Distributed Stochastic Gradient Tracking Methods.
CoRR
Shi Pu, Angelia Nedic
2018 J jnl
Epidemic Processes Over Time-Varying Networks.
IEEE Trans. Control. Netw. Syst.
Philip E. Pare, Carolyn L. Beck, Angelia Nedic
2018 J jnl
Graph-Theoretic Analysis of Belief System Dynamics under Logic Constraints.
CoRR
Angelia Nedic, Alex Olshevsky, César A. Uribe
2018 — conf
Improved Convergence Rates for Distributed Resource Allocation.
CDC
Angelia Nedic, Alex Olshevsky, Wei Shi
2018 — conf
Multi-layer Decomposition of Optimal Resource Sharing Problems.
CDC
Nurullah Karakoç, Anna Scaglione, Angelia Nedic
2018 J jnl
Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization.
Proc. IEEE
Angelia Nedic, Alex Olshevsky, Michael G. Rabbat
2018 J jnl
Push-Pull Gradient Methods for Distributed Optimization in Networks.
CoRR
Shi Pu, Wei Shi, Jinming Xu, Angelia Nedic
2018 — conf
SUCAG: Stochastic Unbiased Curvature-aided Gradient Method for Distributed Optimization.
CDC
Hoi-To Wai, Nikolaos M. Freris, Angelia Nedic, Anna Scaglione
2017 C conf
A distributed algorithm for computing a common fixed point of a family of strongly quasi-nonexpansive maps.
ACC
Ji Liu, Daniel Fullmer, Angelia Nedic, Tamer Basar, A. Stephen Morse
2017 Misc conf
A smoothing stochastic quasi-newton method for non-lipschitzian stochastic optimization problems.
WSC
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2017 J jnl
Achieving Geometric Convergence for Distributed Optimization Over Time-Varying Graphs.
SIAM J. Optim.
Angelia Nedic, Alex Olshevsky, Wei Shi
2017 — conf
An approach to distributed parametric learning with streaming data.
CDC
Ji Liu, Yang Liu, Angelia Nedic, Tamer Basar
2017 — conf
Applications of group testing to security decision-making in networks.
CDC
Sadegh Bolouki, Donya Ghavidel Dobakhshari, Tamer Basar, Vijay Gupta, Angelia Nedic
2017 J jnl
Asynchronous Multiagent Primal-Dual Optimization.
IEEE Trans. Autom. Control.
Matthew T. Hale, Angelia Nedic, Magnus Egerstedt
2017 J jnl
Curvature-aided Incremental Aggregated Gradient Method.
CoRR
Hoi-To Wai, Wei Shi, Angelia Nedic, Anna Scaglione
2017 — conf
Curvature-aided incremental aggregated gradient method.
Allerton
Hoi-To Wai, Wei Shi, Angelia Nedic, Anna Scaglione
2017 J jnl
Discrete-Time Polar Opinion Dynamics with Susceptibility.
CoRR
Ji Liu, Mengbin Ye, Brian D. O. Anderson, Tamer Basar, Angelia Nedic
2017 J jnl
Distributed Learning Algorithms for Spectrum Sharing in Spatial Random Access Wireless Networks.
IEEE Trans. Autom. Control.
Kobi Cohen, Angelia Nedic, R. Srikant
2017 J jnl
Distributed Learning for Cooperative Inference.
CoRR
Angelia Nedic, Alex Olshevsky, César A. Uribe
2017 J jnl
Exponential convergence of a distributed algorithm for solving linear algebraic equations.
Autom.
Ji Liu, A. Stephen Morse, Angelia Nedic, Tamer Basar
2017 J jnl
Fast Convergence Rates for Distributed Non-Bayesian Learning.
IEEE Trans. Autom. Control.
Angelia Nedic, Alex Olshevsky, Cesar A. Uribe
2017 C conf
Geometrically convergent distributed optimization with uncoordinated step-sizes.
ACC
Angelia Nedic, Alex Olshevsky, Wei Shi, Cesar A. Uribe
2017 J jnl
Improved Convergence Rates for Distributed Resource Allocation.
CoRR
Angelia Nedic, Alex Olshevsky, Wei Shi
2017 C conf
Multi-competitive viruses over static and time-varying networks.
ACC
Philip E. Pare, Ji Liu, Carolyn L. Beck, Angelia Nedic, Tamer Basar
2017 J jnl
Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization.
CoRR
Angelia Nedic, Alex Olshevsky, Michael G. Rabbat
2017 J jnl
On Convergence Rate of Weighted-Averaging Dynamics for Consensus Problems.
IEEE Trans. Autom. Control.
Angelia Nedic, Ji Liu
2017 J jnl
On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression.
IEEE Trans. Autom. Control.
Kobi Cohen, Angelia Nedic, R. Srikant
2017 — conf
On a continuous-time multi-group bi-virus model with human awareness.
CDC
Ji Liu, Philip E. Pare, Angelia Nedic, Carolyn L. Beck, Tamer Basar
2017 J jnl
On smoothing, regularization, and averaging in stochastic approximation methods for stochastic variational inequality problems.
Math. Program.
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2017 — conf
On stochastic proximal-point method for convex-composite optimization.
Allerton
Angelia Nedic, Tatiana Tatarenko
2017 J jnl
Optimal Algorithms for Distributed Optimization.
CoRR
César A. Uribe, Soomin Lee, Alexander V. Gasnikov, Angelia Nedic
2017 J jnl
Stochastic Dual Averaging for Decentralized Online Optimization on Time-Varying Communication Graphs.
IEEE Trans. Autom. Control.
Soomin Lee, Angelia Nedic, Maxim Raginsky
2016 J jnl
A Tutorial on Distributed (Non-Bayesian) Learning: Problem, Algorithms and Results.
CoRR
Angelia Nedic, Alex Olshevsky, Cesar A. Uribe
2016 C conf
A continuous-time distributed algorithm for solving linear equations.
ACC
Ji Liu, Xudong Chen, Tamer Basar, Angelia Nedic
2016 — conf
A tutorial on distributed (non-Bayesian) learning: Problem, algorithms and results.
CDC
Angelia Nedic, Alex Olshevsky, Cesar A. Uribe
2016 J jnl
Asynchronous Gossip-Based Random Projection Algorithms Over Networks.
IEEE Trans. Autom. Control.
Soomin Lee, Angelia Nedic
2016 — conf
Conformity versus manipulation in reputation systems.
CDC
Seyed Rasoul Etesami, Sadegh Bolouki, Angelia Nedic, Tamer Basar
2016 J jnl
Data Clustering and Graph Partitioning via Simulated Mixing.
CoRR
Shahzad F. Bhatti, Carolyn L. Beck, Angelia Nedic
2016 J jnl
Distributed Algorithms for Aggregative Games on Graphs.
Oper. Res.
Jayash Koshal, Angelia Nedic, Uday V. Shanbhag
2016 J jnl
Distributed Gaussian Learning over Time-varying Directed Graphs.
CoRR
Angelia Nedic, Alex Olshevsky, Cesar A. Uribe
2016 Misc conf
Distributed Gaussian learning over time-varying directed graphs.
ACSSC
Angelia Nedic, Alex Olshevsky, Cesar A. Uribe
2016 J jnl
Distributed Learning with Infinitely Many Hypotheses.
CoRR
Angelia Nedic, Alex Olshevsky, Cesar A. Uribe
2016 — conf
Distributed learning with infinitely many hypotheses.
CDC
Angelia Nedic, Alex Olshevsky, Cesar A. Uribe
2016 C conf
Generalization of accelerated successive projection method for convex sets intersection problems.
ACC
Seyed Rasoul Etesami, Angelia Nedic, Tamer Basar
2016 J jnl
Geometrically Convergent Distributed Optimization with Uncoordinated Step-Sizes.
CoRR
Angelia Nedic, Alex Olshevsky, Wei Shi, Cesar A. Uribe
2016 — conf
Input-output stability of linear consensus processes.
CDC
Ji Liu, Tamer Basar, Angelia Nedic
2016 — conf
Large scale data clustering and graph partitioning via simulated mixing.
CDC
Shahzad F. Bhatti, Carolyn L. Beck, Angelia Nedic
2016 — conf
Linearly convergent decentralized consensus optimization over directed networks.
GlobalSIP
Angelia Nedic, Alex Olshevsky, Wei Shi
2016 C conf
Network independent rates in distributed learning.
ACC
Angelia Nedic, Alex Olshevsky, Cesar A. Uribe
2016 J jnl
On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression.
CoRR
Kobi Cohen, Angelia Nedic, R. Srikant
2016 Misc conf
On projected stochastic gradient descent algorithm with weighted averaging for least squares regression.
ICASSP
Kobi Cohen, Angelia Nedic, R. Srikant
2016 — conf
On the analysis of a continuous-time bi-virus model.
CDC
Ji Liu, Philip E. Pare, Angelia Nedic, Choon Yik Tang, Carolyn L. Beck, Tamer Basar
2016 C conf
On the steady-state range of averaging dynamics.
ACC
Sadegh Bolouki, Angelia Nedic, Tamer Basar
2016 J jnl
Online Discrete Optimization in Social Networks in the Presence of Knightian Uncertainty.
Oper. Res.
Maxim Raginsky, Angelia Nedic
2016 J jnl
Self-Tuned Stochastic Approximation Schemes for Non-Lipschitzian Stochastic Multi-User Optimization and Nash Games.
IEEE Trans. Autom. Control.
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2016 J jnl
Stochastic Gradient-Push for Strongly Convex Functions on Time-Varying Directed Graphs.
IEEE Trans. Autom. Control.
Angelia Nedic, Alex Olshevsky
2016 — conf
Stochastic quasi-Newton methods for non-strongly convex problems: Convergence and rate analysis.
CDC
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2015 — conf
Cloud-based centralized/decentralized multi-agent optimization with communication delays.
CDC
Matthew T. Hale, Angelia Nedic, Magnus Egerstedt
2015 J jnl
Decentralized Online Optimization with Global Objectives and Local Communication.
CoRR
Soomin Lee, Angelia Nedic, Maxim Raginsky
2015 C conf
Decentralized online optimization with global objectives and local communication.
ACC
Angelia Nedic, Soomin Lee, Maxim Raginsky
2015 J jnl
Distributed Learning Algorithms for Spectrum Sharing in Spatial Random Access Wireless Networks.
CoRR
Kobi Cohen, Angelia Nedic, R. Srikant
2015 J jnl
Distributed Optimization Over Time-Varying Directed Graphs.
IEEE Trans. Autom. Control.
Angelia Nedic, Alex Olshevsky
2015 — ch.
Distributed Optimization.
Encyclopedia of Systems and Control
Angelia Nedic
2015 B conf
Distributed learning algorithms for spectrum sharing in spatial random access networks.
WiOpt
Kobi Cohen, Angelia Nedic, R. Srikant
2015 — conf
Distributed stochastic optimization under imperfect information.
CDC
Aswin Kannan, Angelia Nedic, Uday V. Shanbhag
2015 C conf
Nonasymptotic convergence rates for cooperative learning over time-varying directed graphs.
ACC
Angelia Nedic, Alex Olshevsky, Cesar A. Uribe
2015 — conf
Stability analysis and control of virus spread over time-varying networks.
CDC
Philip E. Pare, Carolyn L. Beck, Angelia Nedic
2014 — conf
A Lyapunov approach to discrete-time linear consensus.
GlobalSIP
Angelia Nedic, Ji Liu
2014 J jnl
An O(1/k) Gradient Method for Network Resource Allocation Problems.
IEEE Trans. Control. Netw. Syst.
Amir Beck, Angelia Nedic, Asuman E. Ozdaglar, Marc Teboulle
2014 — conf
Complex constrained consensus.
CDC
Ji Liu, Angelia Nedic, Tamer Basar
2014 J jnl
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method.
IEEE Trans. Autom. Control.
Tsung-Hui Chang, Angelia Nedic, Anna Scaglione
2014 — conf
Dynamic stochastic optimization.
CDC
Craig Wilson, Venugopal V. Veeravalli, Angelia Nedic
2014 — conf
Internal stability of linear consensus processes.
CDC
Ji Liu, A. Stephen Morse, Angelia Nedic, Tamer Basar
2014 A* conf
LP-relaxation based distributed algorithms for scheduling in wireless networks.
INFOCOM
Chandramani Singh, Angelia Nedic, R. Srikant
2014 J jnl
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging.
SIAM J. Optim.
Angelia Nedic, Soomin Lee
2014 C conf
Online discrete optimization in social networks.
ACC
Maxim Raginsky, Angelia Nedic
2014 — conf
Optimal robust smoothing extragradient algorithms for stochastic variational inequality problems.
CDC
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2014 J jnl
Product of Random Stochastic Matrices.
IEEE Trans. Autom. Control.
Behrouz Touri, Angelia Nedic
2014 — conf
Random Block-Coordinate Gradient Projection Algorithms.
CDC
Chandramani Singh, Angelia Nedic, R. Srikant
2014 — conf
Stability of a distributed algorithm for solving linear algebraic equations.
CDC
Ji Liu, A. Stephen Morse, Angelia Nedic, Tamer Basar
2014 J jnl
Stochastic Gradient-Push for Strongly Convex Functions on Time-Varying Directed Graphs.
CoRR
Angelia Nedic, Alex Olshevsky
2013 C conf
A distributed adaptive steplength stochastic approximation method for monotone stochastic Nash Games.
ACC
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2013 C conf
A general framework for distributed vote aggregation.
ACC
Behrouz Touri, Farzad Farnoud, Angelia Nedic, Olgica Milenkovic
2013 Misc conf
A regularized smoothing stochastic approximation (RSSA) algorithm for stochastic variational inequality problems.
WSC
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2013 J jnl
Asynchronous Gossip-Based Random Projection Algorithms Over Networks
CoRR
Soomin Lee, Angelia Nedic
2013 — ch.
Distributed Bregman-Distance Algorithms for Min-Max Optimization.
Agent-Based Optimization
Kunal Srivastava, Angelia Nedic, Dusan M. Stipanovic
2013 J jnl
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method
CoRR
Tsung-Hui Chang, Angelia Nedic, Anna Scaglione
2013 J jnl
Distributed Random Projection Algorithm for Convex Optimization.
IEEE J. Sel. Top. Signal Process.
Soomin Lee, Angelia Nedic
2013 — conf
Distributed mini-batch random projection algorithms for reduced communication overhead.
GlobalSIP
Soomin Lee, Angelia Nedic
2013 — conf
Distributed optimization of strongly convex functions on directed time-varying graphs.
GlobalSIP
Angelia Nedic, Alex Olshevsky
2013 J jnl
Distributed optimization over time-varying directed graphs
CoRR
Angelia Nedic, Alexander Olshevsky
2013 — conf
Distributed optimization over time-varying directed graphs.
CDC
Angelia Nedic, Alex Olshevsky
2013 — conf
Distributed sparse regression by consensus-based primal-dual perturbation optimization.
GlobalSIP
Tsung-Hui Chang, Angelia Nedic, Anna Scaglione
2013 J jnl
Dynamic Coalitional TU Games: Distributed Bargaining Among Players' Neighbors.
IEEE Trans. Autom. Control.
Angelia Nedic, Dario Bauso
2013 C conf
Epoch gradient descent for smoothed hinge-loss linear SVMs.
ACC
Soomin Lee, Angelia Nedic
2013 — conf
Gossip-based random projection algorithm for distributed optimization: Error bound.
CDC
Soomin Lee, Angelia Nedic
2013 J jnl
Hybrid Noncoherent Network Coding.
IEEE Trans. Inf. Theory
Vitaly Skachek, Olgica Milenkovic, Angelia Nedic
2013 J jnl
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging.
CoRR
Angelia Nedic, Soomin Lee
2013 J jnl
Online discrete optimization in social networks in the presence of Knightian uncertainty.
CoRR
Maxim Raginsky, Angelia Nedic
2013 J jnl
Regularized Iterative Stochastic Approximation Methods for Stochastic Variational Inequality Problems.
IEEE Trans. Autom. Control.
Jayash Koshal, Angelia Nedic, Uday V. Shanbhag
2013 C conf
Termination time of multidimensional Hegselmann-Krause opinion dynamics.
ACC
Seyed Rasoul Etesami, Tamer Basar, Angelia Nedic, Behrouz Touri
2012 J jnl
A General Framework for Distributed Vote Aggregation
CoRR
Behrouz Touri, Farzad Farnoud, Angelia Nedic, Olgica Milenkovic
2012 — conf
A gossip algorithm for aggregative games on graphs.
CDC
Jayash Koshal, Angelia Nedic, Uday V. Shanbhag
2012 J jnl
A new class of distributed optimization algorithms: application to regression of distributed data.
Optim. Methods Softw.
S. Sundhar Ram, Angelia Nedic, Venugopal V. Veeravalli
2012 — conf
Convergence properties of normalized random incremental gradient algorithms for least-squares source localization.
ACSCC
Michael G. Rabbat, Angelia Nedic
2012 — conf
DrSVM: Distributed random projection algorithms for SVMs.
CDC
Soomin Lee, Angelia Nedic
2012 — conf
Hybrid noncoherent network coding.
NetCod
Vitaly Skachek, Olgica Milenkovic, Angelia Nedic
2012 — conf
Multi-dimensional Hegselmann-Krause dynamics.
CDC
Angelia Nedic, Behrouz Touri
2012 J jnl
On Approximations and Ergodicity Classes in Random Chains.
IEEE Trans. Autom. Control.
Behrouz Touri, Angelia Nedic
2012 — conf
On averaging dynamics in general state spaces.
CDC
Behrouz Touri, Tamer Basar, Angelia Nedic
2012 J jnl
On backward product of stochastic matrices.
Autom.
Behrouz Touri, Angelia Nedic
2012 J jnl
On stochastic gradient and subgradient methods with adaptive steplength sequences.
Autom.
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2011 Misc conf
A regularized adaptive steplength stochastic approximation scheme for monotone stochastic variational inequalities.
WSC
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2011 — conf
Alternative characterization of ergodicity for doubly stochastic chains.
CDC/ECC
Behrouz Touri, Angelia Nedic
2011 J jnl
Asynchronous Broadcast-Based Convex Optimization Over a Network.
IEEE Trans. Autom. Control.
Angelia Nedic
2011 — conf
Constrained consensus for bargaining in dynamic coalitional TU games.
CDC/ECC
Angelia Nedic, Dario Bauso
2011 — conf
Discrete-time opinion dynamics.
ACSCC
Behrouz Touri, Angelia Nedic
2011 J jnl
Distributed Asynchronous Constrained Stochastic Optimization.
IEEE J. Sel. Top. Signal Process.
Kunal Srivastava, Angelia Nedic
2011 — conf
Distributed min-max optimization in networks.
DSP
Kunal Srivastava, Angelia Nedic, Dusan M. Stipanovic
2011 J jnl
Hybrid Noncoherent Network Coding
CoRR
Vitaly Skachek, Olgica Milenkovic, Angelia Nedic
2011 J jnl
Multiuser Optimization: Distributed Algorithms and Error Analysis.
SIAM J. Optim.
Jayash Koshal, Angelia Nedic, Uday V. Shanbhag
2011 J jnl
On Ergodicity, Infinite Flow, and Consensus in Random Models.
IEEE Trans. Autom. Control.
Behrouz Touri, Angelia Nedic
2011 J jnl
On Stochastic Gradient and Subgradient Methods with Adaptive Steplength Sequences
CoRR
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2011 — conf
On existence of a quadratic comparison function for random weighted averaging dynamics and its implications.
CDC/ECC
Behrouz Touri, Angelia Nedic
2011 J jnl
Random algorithms for convex minimization problems.
Math. Program.
Angelia Nedic
2011 — conf
Single timescale stochastic approximation for stochastic Nash games in cognitive radio systems.
DSP
Jayash Koshal, Angelia Nedic, Uday V. Shanbhag
2010 — conf
Approximation and limiting behavior of random models.
CDC
Behrouz Touri, Angelia Nedic
2010 Misc conf
Asynchronous stochastic convex optimization over random networks: Error bounds.
ITA
Behrouz Touri, Angelia Nedic, Sundhar Srinivasan Ram
2010 J jnl
Constrained Consensus and Optimization in Multi-Agent Networks.
IEEE Trans. Autom. Control.
Angelia Nedic, Asuman E. Ozdaglar, Pablo A. Parrilo
2010 J jnl
Convergence rate for consensus with delays.
J. Glob. Optim.
Angelia Nedic, Asuman E. Ozdaglar
2010 C conf
Convex nondifferentiable stochastic optimization: A local randomized smoothing technique.
ACC
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
2010 J jnl
Distributed Stochastic Subgradient Projection Algorithms for Convex Optimization.
J. Optim. Theory Appl.
S. Sundhar Ram, Angelia Nedic, Venugopal V. Veeravalli
2010 J jnl
Distributed and Recursive Parameter Estimation in Parametrized Linear State-Space Models.
IEEE Trans. Autom. Control.
S. Sundhar Ram, Venugopal V. Veeravalli, Angelia Nedic
2010 — conf
Distributed constrained optimization over noisy networks.
CDC
Kunal Srivastava, Angelia Nedic, Dusan M. Stipanovic
2010 — conf
Random projection algorithms for convex set intersection problems.
CDC
Angelia Nedic
2010 — conf
Single timescale regularized stochastic approximation schemes for monotone Nash games under uncertainty.
CDC
Jayash Koshal, Angelia Nedic, Uday V. Shanbhag
2010 J jnl
The effect of deterministic noise in subgradient methods.
Math. Program.
Angelia Nedic, Dimitri P. Bertsekas
2010 — conf
When infinite flow is sufficient for ergodicity.
CDC
Behrouz Touri, Angelia Nedic
2009 J jnl
Approximate Primal Solutions and Rate Analysis for Dual Subgradient Methods.
SIAM J. Optim.
Angelia Nedic, Asuman E. Ozdaglar
2009 B conf
Approximately optimal utility maximization.
ITW
Angelia Nedic, Vijay G. Subramanian
2009 — conf
Asynchronous gossip algorithms for stochastic optimization.
CDC
Sundhar Srinivasan Ram, Angelia Nedic, Venugopal V. Veeravalli
2009 — conf
Asynchronous gossip algorithms for stochastic optimization.
GAMENETS
S. Sundhar Ram, Angelia Nedic, Venugopal V. Veeravalli
2009 A* conf
Distributed Non-Autonomous Power Control through Distributed Convex Optimization.
INFOCOM
Sundhar Srinivasan Ram, Venugopal V. Veeravalli, Angelia Nedic
2009 J jnl
Distributed Subgradient Methods for Multi-Agent Optimization.
IEEE Trans. Autom. Control.
Angelia Nedic, Asuman E. Ozdaglar
2009 C conf
Distributed consensus over network with noisy links.
FUSION
Behrouz Touri, Angelia Nedic
2009 — conf
Distributed multiuser optimization: Algorithms and error analysis.
CDC
Jayash Koshal, Angelia Nedic, Uday V. Shanbhag
2009 Misc conf
Distributed subgradient projection algorithm for convex optimization.
ICASSP
Sundhar Srinivasan Ram, Angelia Nedic, Venugopal V. Veeravalli
2009 J jnl
Incremental Stochastic Subgradient Algorithms for Convex Optimization.
SIAM J. Optim.
S. Sundhar Ram, Angelia Nedic, Venugopal V. Veeravalli
2009 J jnl
On Distributed Averaging Algorithms and Quantization Effects.
IEEE Trans. Autom. Control.
Angelia Nedic, Alexander Olshevsky, Asuman E. Ozdaglar, John N. Tsitsiklis
2009 J jnl
Subgradient Methods for Saddle-Point Problems.
J. Optimization Theory and Applications
Angelia Nedic, Asuman E. Ozdaglar
2008 J jnl
A geometric framework for nonconvex optimization duality using augmented lagrangian functions.
J. Glob. Optim.
Angelia Nedic, Asuman E. Ozdaglar
2008 — conf
Convergence of rule-of-thumb learning rules in social networks.
CDC
Daron Acemoglu, Angelia Nedic, Asuman E. Ozdaglar
2008 J jnl
Distributed and Recursive Parameter Estimation in Parametrized Linear State-Space Models
CoRR
S. Sundhar Ram, Venugopal V. Veeravalli, Angelia Nedic
2008 — conf
Distributed subgradient methods and quantization effects.
CDC
Angelia Nedic, Alexander Olshevsky, Asuman E. Ozdaglar, John N. Tsitsiklis
2008 C conf
Incremental recursive prediction error algorithm for parameter estimation in sensor networks.
FUSION
Sundhar Srinivasan Ram, Venugopal V. Veeravalli, Angelia Nedic
2008 — conf
On distributed averaging algorithms and quantization effects.
CDC
Angelia Nedic, Alexander Olshevsky, Asuman E. Ozdaglar, John N. Tsitsiklis
2008 — conf
Rate of Convergence for Consensus with Delays.
CDC
Pierre-Alexandre Bliman, Angelia Nedic, Asuman E. Ozdaglar
2008 J jnl
Separation of Nonconvex Sets with General Augmenting Functions.
Math. Oper. Res.
Angelia Nedic, Asuman E. Ozdaglar
2008 Misc conf
Subgradient methods in network resource allocation: Rate analysis.
CISS
Angelia Nedic, Asuman E. Ozdaglar
2007 — conf
On the rate of convergence of distributed subgradient methods for multi-agent optimization.
CDC
Angelia Nedic
2003 J jnl
Least Squares Policy Evaluation Algorithms with Linear Function Approximation.
Discret. Event Dyn. Syst.
Angelia Nedic, Dimitri P. Bertsekas
2002 — —
Subgradient methods for convex minimization.
Angelia Nedic
2001 J jnl
Incremental Subgradient Methods for Nondifferentiable Optimization.
SIAM J. Optim.
Angelia Nedic, Dimitri P. Bertsekas