Asuman E. Ozdaglar
Orcid: 0000-0002-1827-1285Affiliations:
- MIT, Cambridge, USA
According to our database1,
Asuman E. Ozdaglar
authored at least 228 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Optimal adaptive testing for epidemic control: Combining molecular and serology tests.
Autom., February, 2024
Oper. Res., 2024
Oper. Res., 2024
Last-Iterate Convergence of Payoff-Based Independent Learning in Zero-Sum Stochastic Games.
CoRR, 2024
A Policy-Gradient Approach to Solving Imperfect-Information Games with Iterate Convergence.
CoRR, 2024
Finite-Sample Guarantees for Best-Response Learning Dynamics in Zero-Sum Matrix Games.
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
IEEE Trans. Autom. Control., December, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Symmetric (Optimistic) Natural Policy Gradient for Multi-Agent Learning with Parameter Convergence.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
IEEE Trans. Signal Process., 2022
Convergence rate of block-coordinate maximization Burer-Monteiro method for solving large SDPs.
Math. Program., 2022
J. Mach. Learn. Res., 2022
Convergence and Stability of Coupled Belief-Strategy Learning Dynamics in Continuous Games.
CoRR, 2022
Proceedings of the EC '22: The 23rd ACM Conference on Economics and Computation, Boulder, CO, USA, July 11, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Multi-agent Bayesian Learning with Best Response Dynamics: Convergence and Stability.
CoRR, 2021
Annu. Rev. Control. Robotics Auton. Syst., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Train simultaneously, generalize better: Stability of gradient-based minimax learners.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Lockdown interventions in SIR models: Is the reproduction number the right control variable?
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
IEEE Trans. Signal Process., 2020
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
SIAM J. Optim., 2020
CoRR, 2020
Provably Convergent Policy Gradient Methods for Model-Agnostic Meta-Reinforcement Learning.
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
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020
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
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
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
IEEE Trans. Autom. Control., 2019
SIAM J. Optim., 2019
A variational inequality framework for network games: Existence, uniqueness, convergence and sensitivity analysis.
Games Econ. Behav., 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
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
SIAM J. Optim., 2018
Oper. Res., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
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
IEEE Trans. Autom. Control., 2017
SIAM J. Optim., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
SIGMETRICS Perform. Evaluation Rev., 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
Proceedings of the 2016 American Control Conference, 2016
2015
Proceedings of the Encyclopedia of Systems and Control, 2015
Proceedings of the Sixteenth ACM Conference on Economics and Computation, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
IEEE Trans. Netw. Sci. Eng., 2014
Convergence Study of Decentralized Min-Cost Subgraph Algorithms for Multicast in Coded Networks.
IEEE Trans. Inf. Theory, 2014
IEEE Trans. Control. Netw. Syst., 2014
IEEE Trans. Control. Netw. Syst., 2014
IEEE Trans. Autom. Control., 2014
Estimating Social Network Structure and Propagation Dynamics for an Infectious Disease.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
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
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
2013
ACM Trans. Intell. Syst. Technol., 2013
IEEE Trans. Autom. Control., 2013
IEEE Trans. Autom. Control., 2013
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
A distributed newton method for dynamic Network Utility Maximization with delivery contracts.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the American Control Conference, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
Synthesis Lectures on Communication Networks, Morgan & Claypool Publishers, ISBN: 978-3-031-79248-9, 2011
Asynchronous CSMA Policies in Multihop Wireless Networks With Primary Interference Constraints.
IEEE Trans. Inf. Theory, 2011
IEEE Trans. Autom. Control., 2011
Oper. Res. Lett., 2011
Math. Program., 2011
Math. Oper. Res., 2011
Avoiding Interruptions - A QoE Reliability Function for Streaming Media Applications.
IEEE J. Sel. Areas Commun., 2011
Int. J. Game Theory, 2011
Games Econ. Behav., 2011
Beyond Shannon: the quest for fundamental performance limits of wireless ad hoc networks.
IEEE Commun. Mag., 2011
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011
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
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the American 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
IEEE Trans. Autom. Control., 2010
Proceedings of the Internet and Network Economics - 6th International Workshop, 2010
Proceedings of the Information Theory and Applications Workshop, 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
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
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
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
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the Behavioral and Quantitative Game Theory, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
Cooperative distributed multi-agent optimization.
Proceedings of the Convex Optimization in Signal Processing and Communications., 2010
2009
IEEE Trans. Autom. Control., 2009
IEEE Trans. Autom. Control., 2009
SIAM J. Optim., 2009
J. Optimization Theory and Applications, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Proceedings of IEEE International Conference on Communications, 2009
Proceedings of the 1st International Conference on Game Theory for Networks, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the American Control Conference, 2009
Proceedings of the American Control Conference, 2009
2008
IEEE Trans. Inf. Theory, 2008
Math. Oper. Res., 2008
A geometric framework for nonconvex optimization duality using augmented lagrangian functions.
J. Glob. Optim., 2008
Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008
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
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
2007
Math. Oper. Res., 2007
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
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
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
2006
IEEE J. Sel. Areas Commun., 2006
Proceedings of the 4th International Symposium on Modeling and Optimization in Mobile, 2006
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
The relation between pseudonormality and quasiregularity in constrained optimization.
Optim. Methods Softw., 2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2003
PhD thesis, 2003