Osman Yağan

Osman 

Osman Yağan
Research Professor
Department of Electrical and Computer Engineering & CyLab & IDeaS & Block Center
Software and Societal Systems Department, School of Computer Science (Affiliate Faculty)
Carnegie Mellon University


email: oyagan@ece.cmu.edu
office: HH A302
phone: 412-268-3976
web: http://www.ece.cmu.edu/~oyagan

Research Interests

  • Machine Learning and Data Science

    • Multi-armed Bandit Algorithms

    • Security and Resilience in Decentralized Machine Learning

    • Reinforcement Learning

  • Cyber-Physical Systems, Internet of Things, and Ad-hoc Networks

    • Robustness and optimal design of interdependent cyber-physical systems

    • Applications of random graphs and stochastic geometry

    • Cybersecurity

  • Network Science

    • Contagion processes (e.g., information/influence propagation, epidemic spread) in multi-layer and multiplex networks

    • Social network modeling

    • Detection and mitigation of spread of misinformation