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George Mason University

Faculty & Staff Directory

Hoda Bidkhori

  • Assistant Professor

    Contact Info

    Hoda Bidkhori
    Name
    Dr. Hoda Bidkhori
    Preferred Pronouns
    she/her
    Job Title
    Assistant Professor
    Phone Number
    412-973-4724
    Office Number
    Research Hall 253

    Affiliations

    Research Areas

    • Deep Learning

    Education

    Postdoctoral Studies, Operations Research and Statistics, Massachusetts Institute of Technology

    PhD, Applied Mathematics, Massachusetts Institute of Technology

    Current Research

    My research focuses on data analytics, optimization, and artificial intelligence. My mission is to utilize data to drive efficient decisions and tackle emerging social, environmental, and operational challenges. For example, I have worked on:

    Developing robust AI methods for kidney exchange and organ allocation 

    Designing integrated learning and optimization frameworks for decision-making facing complex systems and environments

    Selected Publications

    A study on distributionally robust optimization with incomplete joint data under finite support. K. Ren, and H. Bidkhori. European Journal of Operational Research, 2022.

    Distributionally robust cycle and chain packing with application to organ exchange. D. C. McElfresh, K. Ren, H. Bidkhori, and J. P. Dickerson. Proceedings of the Winter Simulation Conference (WSC), 2021.

    Data-driven two-stage stochastic programming with marginal data. K. Ren, and H. Bidkhori. Proceedings of the Winter Simulation Conference (WSC), 2021.

    Optimizing vaccine distribution in low and middle-income countries. Y. Yang, H. Bidkhori, and J. Rajgopal. OMEGA - The International Journal of Management Science, 99, article 102197, 2021.

    Kidney exchange with inhomogeneous edge existence uncertainty. H. Bidkhori, J. P. Dickerson, D. C. McElfresh, and K. Ren. Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI),2020.

    Analysis of process flexibility designs under disruptions. E. Mehmanchi, H. Bidkhori, and O. Prokopyev. IISE Transactions, 53(2), 131-148, 2020.        

    Scalable robust kidney exchange. D.C. McElfresh, H. Bidkhori, and J.P. Dickerson. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI),2​019.

     

    Contact Info

    Hoda Bidkhori
    Name
    Dr. Hoda Bidkhori
    Preferred Pronouns
    she/her
    Job Title
    Assistant Professor
    Phone Number
    412-973-4724
    Office Number
    Research Hall 253