Asuman E. Ozdaglar

According to our database1, Asuman E. Ozdaglar authored at least 185 papers between 2003 and 2021.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
Why random reshuffling beats stochastic gradient descent.
Math. Program., 2021

Optimal intervention in traffic networks.
CoRR, 2021

Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks.
CoRR, 2021

Optimal adaptive testing for epidemic control: combining molecular and serology tests.
CoRR, 2021

2020
Blind Community Detection From Low-Rank Excitations of a Graph Filter.
IEEE Trans. Signal Process., 2020

Asynchronous Approximation of a Single Component of the Solution to a Linear System.
IEEE Trans. Netw. Sci. Eng., 2020

Convergence Rate of 풪(1/k) for Optimistic Gradient and Extragradient Methods in Smooth Convex-Concave Saddle Point Problems.
SIAM J. Optim., 2020

Robust Accelerated Gradient Methods for Smooth Strongly Convex Functions.
SIAM J. Optim., 2020

Randomness and permutations in coordinate descent methods.
Math. Program., 2020

Train simultaneously, generalize better: Stability of gradient-based minimax learners.
CoRR, 2020

Multi-agent Bayesian Learning with Adaptive Strategies: Convergence and Stability.
CoRR, 2020

Fictitious play in zero-sum stochastic games.
CoRR, 2020

GANs May Have No Nash Equilibria.
CoRR, 2020

Personalized Federated Learning: A Meta-Learning Approach.
CoRR, 2020

Provably Convergent Policy Gradient Methods for Model-Agnostic Meta-Reinforcement Learning.
CoRR, 2020

Optimal dynamic information provision in traffic routing.
CoRR, 2020

Personalized Federated Learning with Theoretical Guarantees: A Model-Agnostic Meta-Learning Approach.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Bayesian Learning with Adaptive Load Allocation Strategies.
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Do GANs always have Nash equilibria?
Proceedings of the 37th International Conference on Machine Learning, 2020

Last Iterate is Slower than Averaged Iterate in Smooth Convex-Concave Saddle Point Problems.
Proceedings of the Conference on Learning Theory, 2020

An Optimal Multistage Stochastic Gradient Method for Minimax Problems.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

A Unified Analysis of Extra-gradient and Optimistic Gradient Methods for Saddle Point Problems: Proximal Point Approach.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Interconnection and Memory in Linear Time-Invariant Systems.
IEEE Trans. Autom. Control., 2019

Convergence Rate of Incremental Gradient and Incremental Newton Methods.
SIAM J. Optim., 2019

A variational inequality framework for network games: Existence, uniqueness, convergence and sensitivity analysis.
Games Econ. Behav., 2019

A Decentralized Proximal Point-type Method for Saddle Point Problems.
CoRR, 2019

Robust Distributed Accelerated Stochastic Gradient Methods for Multi-Agent Networks.
CoRR, 2019

Proximal Point Approximations Achieving a Convergence Rate of O(1/k) for Smooth Convex-Concave Saddle Point Problems: Optimistic Gradient and Extra-gradient Methods.
CoRR, 2019

A Universally Optimal Multistage Accelerated Stochastic Gradient Method.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Community Inference from Graph Signals with Hidden Nodes.
Proceedings of the IEEE International Conference on Acoustics, 2019

Graphon Games.
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019

Learning in repeated stochastic network aggregative games.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Efficient Nonconvex Empirical Risk Minimization via Adaptive Sample Size Methods.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
Pricing Equilibria and Graphical Valuations.
ACM Trans. Economics and Comput., 2018

Global Convergence Rate of Proximal Incremental Aggregated Gradient Methods.
SIAM J. Optim., 2018

Informational Braess' Paradox: The Effect of Information on Traffic Congestion.
Oper. Res., 2018

Value of Information Systems in Routing Games.
CoRR, 2018

Convergence Rate of Block-Coordinate Maximization Burer-Monteiro Method for Solving Large SDPs.
CoRR, 2018

Escaping Saddle Points in Constrained Optimization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Community Detection from Low-Rank Excitations of a Graph Filter.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Identifying Susceptible Agents in Time Varying Opinion Dynamics Through Compressive Measurements.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Convergence Rate of Distributed ADMM Over Networks.
IEEE Trans. Autom. Control., 2017

On the Convergence Rate of Incremental Aggregated Gradient Algorithms.
SIAM J. Optim., 2017

When Is a Network Epidemic Hard to Eliminate?
Math. Oper. Res., 2017

Towards an Algebra for Cascade Effects.
Log. Methods Comput. Sci., 2017

Strategic Dynamic Pricing with Network Externalities.
CoRR, 2017

When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Sensitivity analysis for network aggregative games.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Learning dynamics in stochastic routing games.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Optimal pricing policy of network goods.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Competitive Rumor Spread in Social Networks.
SIGMETRICS Perform. Evaluation Rev., 2016

Network security and contagion.
J. Econ. Theory, 2016

Competitive Targeted Advertising Over Networks.
Oper. Res., 2016

Preface to the Special Issue on Information and Decisions in Social and Economic Networks.
Oper. Res., 2016

Global convergence rate of incremental aggregated gradient methods for nonsmooth problems.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Reducing electricity price volatility via stochastic storage control.
Proceedings of the 2016 American Control Conference, 2016

2015
Strategic Form Games and Nash Equilibrium.
Proceedings of the Encyclopedia of Systems and Control, 2015

Privacy-Constrained Network Formation.
SIGMETRICS Perform. Evaluation Rev., 2015

A globally convergent incremental Newton method.
Math. Program., 2015

Iterative Auction Design for Tree Valuations.
Oper. Res., 2015

Managing Innovation in a Crowd.
Proceedings of the Sixteenth ACM Conference on Economics and Computation, 2015

Graph balancing for distributed subgradient methods over directed graphs.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A lower bound on the performance of dynamic curing policies for epidemics on graphs.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014
An Efficient Curing Policy for Epidemics on Graphs.
IEEE Trans. Netw. Sci. Eng., 2014

Convergence Study of Decentralized Min-Cost Subgraph Algorithms for Multicast in Coded Networks.
IEEE Trans. Inf. Theory, 2014

Message Passing Optimization of Harmonic Influence Centrality.
IEEE Trans. Control. Netw. Syst., 2014

An O(1/k) Gradient Method for Network Resource Allocation Problems.
IEEE Trans. Control. Netw. Syst., 2014

Accelerated Dual Descent for Network Flow Optimization.
IEEE Trans. Autom. Control., 2014

Harmonic Influence in Largescale Networks.
SIGMETRICS Perform. Evaluation Rev., 2014

Solving Systems of Linear Equations: Locally and Asynchronously.
CoRR, 2014

Estimating Social Network Structure and Propagation Dynamics for an Infectious Disease.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

State-dependent opinion dynamics.
Proceedings of the IEEE International Conference on Acoustics, 2014

A message passing algorithm for the evaluation of social influence.
Proceedings of the 13th European Control Conference, 2014

Competitive equilibrium in electricity markets with heterogeneous users and price fluctuation penalty.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Broadcast-based distributed alternating direction method of multipliers.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
On Learning With Finite Memory.
IEEE Trans. Inf. Theory, 2013

Optimization-based influencing of village social networks in a counterinsurgency.
ACM Trans. Intell. Syst. Technol., 2013

Binary Opinion Dynamics with Stubborn Agents.
ACM Trans. Economics and Comput., 2013

Near-Potential Games: Geometry and Dynamics.
ACM Trans. Economics and Comput., 2013

A Distributed Newton Method for Network Utility Maximization - Part II: Convergence.
IEEE Trans. Autom. Control., 2013

A Distributed Newton Method for Network Utility Maximization-I: Algorithm.
IEEE Trans. Autom. Control., 2013

Opinion Fluctuations and Disagreement in Social Networks.
Math. Oper. Res., 2013

Dynamics in near-potential games.
Games Econ. Behav., 2013

Exchangeable Equilibria, Part I: Symmetric Bimatrix Games.
CoRR, 2013

Computing the Stationary Distribution Locally.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

On the O(1=k) convergence of asynchronous distributed alternating Direction Method of Multipliers.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
Optimal Pricing in Networks with Externalities.
Oper. Res., 2012

On Threshold Models over Finite Networks
CoRR, 2012

QoE-aware Media Streaming in Technology and Cost Heterogeneous Networks
CoRR, 2012

A distributed newton method for dynamic Network Utility Maximization with delivery contracts.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

Distributed Alternating Direction Method of Multipliers.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Conditions for learning in generalized tandem networks.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

On the behavior of threshold models over finite networks.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

The reliability value of storage in a volatile environment.
Proceedings of the American Control Conference, 2012

A fast distributed proximal-gradient method.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011
Network Games: Theory, Models, and Dynamics
Synthesis Lectures on Communication Networks, Morgan & Claypool Publishers, 2011

Asynchronous CSMA Policies in Multihop Wireless Networks With Primary Interference Constraints.
IEEE Trans. Inf. Theory, 2011

Distributed Subgradient Methods for Convex Optimization Over Random Networks.
IEEE Trans. Autom. Control., 2011

Optimal pricing in social networks.
SIGecom Exch., 2011

Stock repurchase with an adaptive reservation price: A study of the greedy policy.
Oper. Res. Lett., 2011

Distributed multi-agent optimization with state-dependent communication.
Math. Program., 2011

Flows and Decompositions of Games: Harmonic and Potential Games.
Math. Oper. Res., 2011

Avoiding Interruptions - A QoE Reliability Function for Streaming Media Applications.
IEEE J. Sel. Areas Commun., 2011

Structure of extreme correlated equilibria: a zero-sum example and its implications.
Int. J. Game Theory, 2011

Correlated equilibria in continuous games: Characterization and computation.
Games Econ. Behav., 2011

Opinion Dynamics and Learning in Social Networks.
Dyn. Games Appl., 2011

Accelerated Dual Descent for Network Optimization
CoRR, 2011

Beyond Shannon: the quest for fundamental performance limits of wireless ad hoc networks.
IEEE Commun. Mag., 2011

Socially optimal pricing of cloud computing resources.
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Diffusions of innovations on deterministic topologies.
Proceedings of the IEEE International Conference on Acoustics, 2011

On dual convergence of the distributed Newton method for Network Utility Maximization.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Learning in near-potential games.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Diffusion of innovations in social networks.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Opinion fluctuations and persistent disagreement in social networks.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
Distributed cross-layer algorithms for the optimal control of multihop wireless networks.
IEEE/ACM Trans. Netw., 2010

On resource allocation in fading multiple-access channels-an efficient approximate projection approach.
IEEE Trans. Inf. Theory, 2010

Constrained Consensus and Optimization in Multi-Agent Networks.
IEEE Trans. Autom. Control., 2010

Convergence rate for consensus with delays.
J. Glob. Optim., 2010

Spread of (mis)information in social networks.
Games Econ. Behav., 2010

Generalized Stable Matching in Bipartite Networks
CoRR, 2010

Existence of Stable Exclusive Bilateral Exchanges in Networks
CoRR, 2010

A new proof of Nash's Theorem via exchangeable equilibria
CoRR, 2010

Structure of Extreme Correlated Equilibria
CoRR, 2010

Optimal Pricing in the Presence of Local Network Effects.
Proceedings of the Internet and Network Economics - 6th International Workshop, 2010

Voting models in random networks.
Proceedings of the Information Theory and Applications Workshop, 2010

Avoiding interruptions - QoE trade-offs in block-coded streaming media applications.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Near-Optimal Power Control in Wireless Networks: A Potential Game Approach.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Optimal reverse carpooling over wireless networks - a distributed optimization approach.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Asymmetric information diffusion via gossiping on static and dynamic networks.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

A distributed Newton method for Network Utility Maximization.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Access-network association policies for media streaming in heterogeneous environments.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

A projection framework for near-potential games.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Observational learning in an uncertain world.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Communication dynamics in endogenous social networks.
Proceedings of the Behavioral and Quantitative Game Theory, 2010

Cooperative distributed multi-agent optimization.
Proceedings of the Convex Optimization in Signal Processing and Communications., 2010

2009
On Distributed Averaging Algorithms and Quantization Effects.
IEEE Trans. Autom. Control., 2009

Distributed Subgradient Methods for Multi-Agent Optimization.
IEEE Trans. Autom. Control., 2009

Approximate Primal Solutions and Rate Analysis for Dual Subgradient Methods.
SIAM J. Optim., 2009

Coding and control for communication networks.
Queueing Syst. Theory Appl., 2009

Subgradient Methods for Saddle-Point Problems.
J. Optimization Theory and Applications, 2009

Price and capacity competition.
Games Econ. Behav., 2009

Spread of Misinformation in Social Networks
CoRR, 2009

Noncooperative Load Balancing in the Continuum Limit of a Dense Network.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Completion Time Minimization and Robust Power Control in Wireless Packet Networks.
Proceedings of IEEE International Conference on Communications, 2009

Competitive scheduling in wireless collision channels with correlated channel state.
Proceedings of the 1st International Conference on Game Theory for Networks, 2009

A distributed newton method for network optimization.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Learning and dynamics in social networks.
Proceedings of the American Control Conference, 2009

Lower bounds on the rate of learning in social networks.
Proceedings of the American Control Conference, 2009

2008
On the Delay and Throughput Gains of Coding in Unreliable Networks.
IEEE Trans. Inf. Theory, 2008

Price competition with elastic traffic.
Networks, 2008

Local Indices for Degenerate Variational Inequalities.
Math. Oper. Res., 2008

Separation of Nonconvex Sets with General Augmenting Functions.
Math. Oper. Res., 2008

The Price of Simplicity.
IEEE J. Sel. Areas Commun., 2008

A geometric framework for nonconvex optimization duality using augmented lagrangian functions.
J. Glob. Optim., 2008

Separable and low-rank continuous games.
Int. J. Game Theory, 2008

Dynamic Rate Allocation in Fading Multiple-access Channels
CoRR, 2008

Resource Allocation in Multiple Access Channels
CoRR, 2008

Rate and power allocation in fading multiple access channels.
Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008

A fluid-flow model for backlog-based CSMA policies.
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008

Information theory vs. queueing theory for resource allocation in multiple access channels.
Proceedings of the IEEE 19th International Symposium on Personal, 2008

Subgradient methods in network resource allocation: Rate analysis.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Imperfect randomized algorithms for the optimal control of wireless networks.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Computing correlated equilibria of polynomial games via adaptive discretization.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Distributed subgradient methods and quantization effects.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Rate of Convergence for Consensus with Delays.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Approximate dynamic programming using support vector regression.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Convergence of rule-of-thumb learning rules in social networks.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007
Generalized Poincaré-Hopf Theorem for Compact Nonsmooth Regions.
Math. Oper. Res., 2007

Competition and Efficiency in Congested Markets.
Math. Oper. Res., 2007

Competition in Parallel-Serial Networks.
IEEE J. Sel. Areas Commun., 2007

Partially Optimal Routing.
IEEE J. Sel. Areas Commun., 2007

Preliminary results on social learning with partial observations.
Proceedings of the 2nd International Conference on Performance Evaluation Methodolgies and Tools, 2007

Polynomial Complexity Algorithms for Full Utilization of Multi-Hop Wireless Networks.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Characterization and computation of correlated equilibria in infinite games.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Achievable rate region of CSMA schedulers in wireless networks with primary interference constraints.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Partial results on social learning with observations from neighbors.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006
Enhanced Fritz John Conditions for Convex Programming.
SIAM J. Optim., 2006

Efficiency and Braess' Paradox under pricing in general networks.
IEEE J. Sel. Areas Commun., 2006

Power control and network design in mobile sensor networks.
Proceedings of the 4th International Symposium on Modeling and Optimization in Mobile, 2006

Price Competition in Communication Networks.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Randomized Algorithms for Throughput-Optimality and Fairness in Wireless Networks.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2004
The relation between pseudonormality and quasiregularity in constrained optimization.
Optim. Methods Softw., 2004

2003
Pseudonormality and a language multiplier theory for constrained optimization.
PhD thesis, 2003

Routing and wavelength assignment in optical networks.
IEEE/ACM Trans. Netw., 2003


  Loading...