Recipient of the Farkas Prize of the INFORMS Optimization Society (2025), NSF CAREER Award (2009), UWEE Outstanding Teaching Award (2009), and UAI conference Best Student Paper Award (with her student K. Dvijotham, 2014). Co-authored a paper on low-rank matrix estimation selected by ScienceWatch as the “Fast Breaking Paper” (based on citation numbers) in the area of Mathematics (August 2011).
Research Experience
Currently, she is a Moorthy Family Professor and Amazon Scholar. She previously co-directed the Algorithmic Foundations of Data Science Institute (ADSI), which was a precursor to IFDS. Before joining UW, she was a postdoctoral scholar at Caltech.
Education
PhD in Electrical Engineering from Stanford University, advised by Prof. Stephen Boyd; BS in Electrical Engineering from Sharif University of Technology, Iran.
Background
Research interests include optimization in machine learning and AI, deep learning theory, learning and control, and reinforcement learning. She is the director and lead PI of the Institute for Foundations of Data Science (IFDS), which aims to develop theoretical foundations for machine learning and data science.
Miscellany
Holds adjunct appointments in the departments of Mathematics, Statistics, and the Allen School of Computer Science and Engineering at UW.