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Asuman Ozdaglar

  1. Constrained Consensus and Optimization in Multi-Agent Networks
    2010/02/11 by A. Nedic, A. Nedić, Asuman Ozdaglar +3 · 112 citations
    Computer Science · #Distributed Control Multi-Agent Systems #Energy Efficient Wireless Sensor Networks #Mobile Ad Hoc Networks
  2. The Network Origins of Aggregate Fluctuations
    2012/01/01 by Daron Acemoğlu, Vasco M. Carvalho, Asuman Ozdaglar +1 · 58 citations
    Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Economic theories and models #Economic Theory and Policy
  3. Systemic Risk and Stability in Financial Networks
    2015/02/01 by Daron Acemoğlu, Daron Acemoglu, Asuman Ozdaglar +1 · 54 citations
    Economics, Econometrics and Finance · #Banking stability, regulation, efficiency #Economic theories and models #Complex Systems and Time Series Analysis
  4. Personalized Federated Learning: A Meta-Learning Approach
    2020/02/19 by Alireza Fallah, Aryan Mokhtari, Fallah, Alireza +3 · 46 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
  5. A Unified Analysis of Extra-gradient and Optimistic Gradient Methods for Saddle Point Problems: Proximal Point Approach
    2019/01/24 by Aryan Mokhtari, Asuman Ozdaglar, Mokhtari, Aryan +3 · 22 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  6. Opinion Fluctuations and Disagreement in Social Networks
    2012/11/15 by Daron Acemoğlu, Giacomo Como, Fabio Fagnani +1 · 8 citations
    Physics and Astronomy · Decision Sciences · #Opinion Dynamics and Social Influence #Complex Network Analysis Techniques #Game Theory and Applications
  7. On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms
    2019/08/27 by Alireza Fallah, Aryan Mokhtari, Fallah, Alireza +3 · 12 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Machine Learning and Data Classification
  8. MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning
    2025/02/25 by Chanwoo Park, Park, Chanwoo, Seungju Han +9 · 24 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  9. Spread of Misinformation in Social Networks
    2009/06/26 by Daron Acemoğlu, Acemoglu, Daron, Asuman Ozdaglar +3 · 4 citations
    Decision Sciences · Physics and Astronomy · #Complex Network Analysis Techniques #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Applications #Information Theory (cs.IT) #Opinion Dynamics and Social Influence #Parallel #Probability (math.PR) #and Cluster Computing (cs.DC)
  10. Optimal Pricing in Networks with Externalities
    2011/01/28 by Ozan Candogan, Kostas Bimpikis, Candogan, Ozan +3 · 4 citations
    Business, Management and Accounting · Decision Sciences · Physics and Astronomy · #Complex Network Analysis Techniques #Computer Science and Game Theory (cs.GT) #Digital Platforms and Economics #FOS: Computer and information sciences #Game Theory and Applications #Networking and Internet Architecture (cs.NI)
  11. On the O(1/k) Convergence of Asynchronous Distributed Alternating Direction Method of Multipliers
    2013/07/31 by Ermin Wei, Wei, Ermin, Asuman Ozdaglar +1 · 5 citations
    Computer Science · #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #FOS: Mathematics #Neural Networks Stability and Synchronization #Optimization and Control (math.OC)
  12. RLHF from Heterogeneous Feedback via Personalization and Preference Aggregation
    2024/04/30 by Chan-Woo Park, Mingyang Liu, Park, Chanwoo +5 · 10 citations
    Computer Science · #Fuzzy Logic and Control Systems #Neural Networks and Applications
  13. Value of Information in Bayesian Routing Games
    2018/08/31 by Manxi Wu, Saurabh Amin, Wu, Manxi +3 · 4 citations
    Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems
  14. Value of Information in Bayesian Routing Games
    2020/12/11 by Manxi Wu, Saurabh Amin, Asuman E. Ozdaglar +1 · 6 citations
    Decision Sciences · Economics, Econometrics and Finance · Business, Management and Accounting · #Game Theory and Applications #Game Theory and Voting Systems #Consumer Market Behavior and Pricing
  15. The Power of Regularization in Solving Extensive-Form Games
    2022/06/19 by Mingyang Liu, Asuman Ozdaglar, Liu, Mingyang +5 · 5 citations
    Decision Sciences · Computer Science · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Sports Analytics and Performance
  16. UFT: Unifying Supervised and Reinforcement Fine-Tuning
    2025/05/22 by Mingyang Liu, Gabriele Farina, Liu, Mingyang +3 · 22 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  17. Informational Braess' Paradox: The Effect of Information on Traffic\n Congestion
    2016/01/08 by Daron Acemoğlu, Acemoglu, Daron, Ali Makhdoumi +5 · 3 citations
    Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems #Transportation Planning and Optimization
  18. A Model of Online Misinformation
    2023/12/12 by Daron Acemoğlu, Daron Acemoglu, Asuman Ozdaglar +1 · 7 citations
    Decision Sciences · Physics and Astronomy · Social Sciences · #Game Theory and Applications #Opinion Dynamics and Social Influence #Misinformation and Its Impacts
  19. An efficient curing policy for epidemics on graphs
    2014/07/07 by Kimon Drakopoulos, Drakopoulos, Kimon, Asuman Ozdaglar +3 · 2 citations
    Mathematics · Physics and Astronomy · #COVID-19 epidemiological studies #Complex Network Analysis Techniques #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Stochastic processes and statistical mechanics
  20. Independent Learning in Stochastic Games
    2021/11/23 by Asuman Ozdaglar, Muhammed O. Sayin, Ozdaglar, Asuman +3 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Applications #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  21. Offline Reinforcement Learning via Linear-Programming with Error-Bound Induced Constraints
    2022/12/28 by Asuman Ozdaglar, Ozdaglar, Asuman, Sarath Pattathil +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  22. Optimal dynamic information provision in traffic routing
    2020/01/09 by Emily Meigs, Meigs, Emily, Francesca Parise +5 · 2 citations
    Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications
  23. Train simultaneously, generalize better: Stability of gradient-based\n minimax learners
    2020/10/23 by Farzan Farnia, Farnia, Farzan, Asuman Ozdaglar +1 · 2 citations
    Computer Science · #Neural Networks and Applications #Adaptive Dynamic Programming Control
  24. Competition in Electricity Markets with Renewable Energy Sources
    2017/05/15 by Daron Acemoglu, Daron Acemoğlu, Ali Kakhbod +1 · 2 citations
    Economics, Econometrics and Finance · Energy · Engineering · #Climate Change Policy and Economics #Electric Vehicles and Infrastructure #Energy, Environment, and Transportation Policies
  25. Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value
    2023/05/11 by Jaeyeon Kim, Kim, Jaeyeon, Asuman Ozdaglar +5 · 3 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  26. A Universally Optimal Multistage Accelerated Stochastic Gradient Method
    2019/01/23 by Necdet Serhat Aybat, Alireza Fallah, Aybat, Necdet Serhat +5 · 2 citations
    Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
  27. Wikipedia Contributions in the Wake of ChatGPT
    2025/03/02 by Liang Lyu, Lyu, Liang, James Siderius +9 · 2 voices · 3 citations
    #cs.HC #econ.EM
  28. On Learning with Finite Memory
    2012/09/05 by Kimon Drakopoulos, Drakopoulos, Kimon, Asuman Ozdaglar +3 · 1 citation
    Computer Science · #Machine Learning and Algorithms
  29. Lockdown interventions in SIR model: Is the reproduction number the right control variable?
    2021/12/13 by Leonardo Cianfanelli, Cianfanelli, Leonardo, Francesca Parise +7 · 3 citations
    Economics, Econometrics and Finance · Mathematics · Medicine · #COVID-19 Pandemic Impacts #COVID-19 epidemiological studies #FOS: Mathematics #FOS: Physical sciences #Mathematical and Theoretical Epidemiology and Ecology Models #Optimization and Control (math.OC) #Physics and Society (physics.soc-ph)
  30. What is a Good Metric to Study Generalization of Minimax Learners?
    2022/06/09 by Asuman Ozdaglar, Ozdaglar, Asuman, Sarath Pattathil +5 · 1 citation
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  31. Two-Timescale Q-Learning with Function Approximation in Zero-Sum Stochastic Games
    2023/12/08 by Zaiwei Chen, Chen, Zaiwei, Kaiqing Zhang +7 · 2 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  32. Fictitious Play in Markov Games with Single Controller
    2022/05/23 by Muhammed O. Sayin, Sayin, Muhammed O., Kaiqing Zhang +3 · 1 citation
    Decision Sciences · Social Sciences · #Computer Science and Game Theory (cs.GT) #Decision-Making and Behavioral Economics #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications
  33. Convergence and Stability of Coupled Belief--Strategy Learning Dynamics in Continuous Games
    2022/06/12 by Manxi Wu, Wu, Manxi, Saurabh Amin +3 · 1 citation
    Decision Sciences · Social Sciences · #Auction Theory and Applications #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications #Multiagent Systems (cs.MA)
  34. A Distributed Newton Method for Network Utility Maximization
    2010/05/14 by Ermin Wei, Wei, Ermin, Asuman Ozdaglar +3 · 1 citation
    Computer Science · #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #FOS: Electrical engineering #FOS: Mathematics #Neural Networks Stability and Synchronization #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  35. Blind Community Detection from Low-rank Excitations of a Graph Filter
    2018/09/05 by Hoi-To Wai, Wai, Hoi-To, Santiago Segarra +7 · 1 citation
    Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Opinion Dynamics and Social Influence #Signal Processing (eess.SP) #Social and Information Networks (cs.SI) #electronic engineering #information engineering
  36. LiteEFG: An Efficient Python Library for Solving Extensive-form Games
    2024/07/29 by Mingyang Liu, Liu, Mingyang, Gabriele Farina +3 · 1 citation
    Computer Science · Psychology · Social Sciences · #Artificial Intelligence in Games #Educational Games and Gamification #Digital Games and Media
  37. A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games
    2023/03/03 by Zaiwei Chen, Kaiqing Zhang, Chen, Zaiwei +7 · 1 citation
    Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods
  38. Addressing misspecification in contextual optimization
    2024/09/16 by Bennouna, Omar, Jiawei Zhang, Saurabh Amin +4 · 1 citation
    Decision Sciences · #Complex Systems and Decision Making
  39. Accelerated Dual Descent for Network Optimization
    2011/04/06 by Michael Zargham, Alejandro Ribeiro, Zargham, M. +5 · 1 citation
    Computer Science · Engineering · #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
  40. A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence
    2024/08/01 by Mingyang Liu, Gabriele Farina, Liu, Mingyang +3 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Advanced Bandit Algorithms Research #Economic theories and models
  41. Training with (Swap) Regret Loss in a Single-Layer Self-Attention Model: A Case Study on the Probability Simplex
    2026/07/25 by Chanwoo Park, Asuman Ozdaglar
    #cs.LG #cs.AI