Hassan Rafique
Introduction
Hassan Rafique is a Lecturer in the Department of Business Analytics at the University of Iowa. Previously, he was an Assistant Professor of Data Science and founding Director of the Center for Data Science at the University of Indianapolis. He received his Ph.D. from the University of Iowa in 2020. His research interests are in sports analytics, machine learning (ML), and optimization. Hassan has presented sports analytics research work at the MIT Sloan Sports Analytics Conference and received first place in a reproducible research competition at the Carnegie Mellon University Sports Analytics Conference. His work on interpretable ML received a best paper runners-up award at the Data Mining Conference at 2019 INFORMS.
He is an educator at heart and greatly enjoys teaching and mentoring. He has taught data science, time series, applied statistics, and visualization courses.
Current Positions
- Lecturer, Business Analytics
Selected Awards & Honors
- Finalist, Best Paper Award - MIT Sloan Sports Analytics Conference, 2023
- Best Paper Award - Carnegie Mellon Sports Analytics Conference, 2022
- Runner-up, Best Paper Award - INFORMS Workshop on Data Science, 2019
- Nominee, Hancher-Finkbine Student Medallion - University of Iowa, 2019
- Graduate Teaching Fellowship - Center for Teaching, The University of Iowa, 2018 - 2019
- Outstanding Teaching Assistant Award - University of Iowa, 2017
Selected Publications
- Liu, M., Rafique, H., Lin, Q., & Yang, T. (2021). First-order Convergence Theory for Weakly-Convex-Weakly-Concave Min-max Problems. Journal of Machine Learning Research. 22 pp. 1-34.
- Rafique, H., Liu, M., Lin, Q., & Yang, T. (2021). Weakly-convex–concave min–max optimization: provable algorithms and applications in machine learning. Optimization Methods and Software. 37 (3) pp. 1087-1121. DOI: https://doi.org/10.1080/10556788.2021.1895152.
Working Papers
- Rafique, H. (2022). cricWAR: A reproducible framework for player evaluation in limited-overs cricket.
Employment History
- Adjunct Instructor, Business Analytics, University of Iowa, 2023
- Assistant Professor, University of Indianapolis, 2020 - 2023