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Professor Ozdaglar’s research focuses on technical and societal aspects of large-scale data-driven systems. Her expertise includes optimization, machine learning, economics, and networks. In recent years, she has investigated issues of data ownership and markets, spread of misinformation on social media, economic and financial contagion, and social learning. In addition, she has an active research program on large-scale optimization, especially in the context of machine learning. Her recent work develops robust, efficient and decentralized machine learning models and algorithms. In optimization, her work has contributed to optimization duality, first-order scalable methods and new distributed algorithms for network resource allocation. Her work has also contributed to the study of adaptive game-theoretic dynamics and introduced alternative approaches to network games.
Research Areas
Optimization: Theory, Algorithms and Parallel, and Distributed ComputingMachine Learning: Robustness, Task Adaptation, Federated LearningGame Theory: Network Games, Multi-Agent Reinforcement LearningSocial and Economic NetworksContact Information
Massachusetts Institute of Technology
77 Massachusetts Avenue
Primary 38-403 & LIDS 32-D630
Cambridge, Massachusetts 02139Phone:617-253-4607/617-324-0058Fax:617-253-0572Assistant
Rachel Wright
rmwright@mit.edu
Phone: 617-253-4602
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Research Areas
Contact Information
Assistant