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
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