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Faculty Director, Big Data Projects
Mohsen Bayati
Professor of Operations, Information & Technology
Professor of Electrical Engineering (by courtesy), School of Engineering
Professor of Radiation Oncology (by courtesy), School of Medicine
Professor of Electrical Engineering (by courtesy), School of Engineering
Professor of Radiation Oncology (by courtesy), School of Medicine
Mohsen Bayati's research focuses on three areas:
- Applied machine learning in healthcare – improving healthcare using data-driven learning and decision models.
- Graphical models and message-passing algorithms – working on random graph models and methods motivated from statistical physics, with applications in statistical inference.
- Mathematics of learning and decision-making – developing mathematical models and algorithms for problems that involve experimentation, learning, and personalized decision-making.