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Afrooz Jalilzadeh

Assistant Professor, Systems and Industrial Engineering | Member of the Graduate Faculty | Assistant Professor, Applied Mathematics - GIDP

Systems and Industrial Engr
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8+ Collaborators
$301K / $301K Funding
20+ Publications

About

Dr. Jalilzadeh is an assistant professor in the Department of Systems and Industrial Engineering at The University of Arizona. She is also a member of the Applied Mathematics GIDP and Statistics GIDP. She received her bachelor's degree in Mathematics from the University of Tehran and earned her Ph.D. in Industrial Engineering and Operations Research from Pennsylvania State University. Her research is focused on the design, analysis, and implementation of stochastic approximation methods for solving stochastic optimization and variational inequality problems, with applications in machine learning, game theory, and power systems. She leads the Optimization and Mathematical Analysis (OPTIMA) lab at UofA https://sites.arizona.edu/afrooz

Research Area

optimization, stochastic optimization, convex optimization, constrained optimization, variance reduction, algorithms, stochastic processes, stochastic approximation, saddle point problems, machine learning

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    • Research Assistant (PhD)

      Grant: 021279-00001

      A fully funded Ph.D. position is available for candidates interested in the interdisciplinary research project titled "Generalized Stochastic Nash Equilibrium Framework: Theory, Computation, and Application.", seeks a candidate with a strong background in mathematics, computer science, or related fields to develop theoretical frameworks, computational tools, and real-world applications for generalized stochastic Nash equilibria. The successful candidate will receive a competitive stipend and full tuition coverage.

    • Optimization for Machine Learning

    • Stochastic Modeling I

    • Mathematical Foundations of Systems and Industrial Engineering

    • Deterministic Operations Research

    Afrooz Jalilzadeh | KMap Profile - Institutional Knowledge Map (KMap)