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Renbo Zhao

Assistant Professor

Introduction

Assistant Professor of Business Analytics

Current Positions

  • Assistant Professor, Business Analytics

Education

  • PhD in Operations Research, Massachusetts Institute of Technology
  • MS in Mathematics, National University of Singapore
  • BE in Electrical Engineering, National University of Singapore

Research Interests

  • Continuous optimization with applications to data science and operations management

Selected Publications

  • Zhao, R. (2025). New Analysis of An Away-Step Frank-Wolfe Method for Minimizing Logarithmically-Homogeneous Barriers. Mathematics of Operations Research.
  • Zhao, R. (2024). A Primal-Dual Smoothing Framework for Max-Structured Non-Convex Optimization. Mathematics of Operations Research. 49 (3) pp. 1535–1565.
  • Zhao, R. & Freund, R. M. (2023). Analysis of the Frank-Wolfe Method for Convex Composite Optimization involving a Logarithmically-Homogeneous Barrier. Mathematical Programming Series A. 199 (1-2) pp. 123 – 163.
  • Zhao, R. (2022). Accelerated Stochastic Algorithms for Convex-Concave Saddle Point Problems. Mathematics of Operations Research. 47 (2) pp. 1443–1473.
  • Suh, C., Tan, V. V., & Zhao, R. (2017). Adversarial Top- K Ranking. IEEE Transactions on Information Theory.
  • Hien, L., Zhao, R., & Haskell, W. B. (2023). An Inexact Primal-Dual Smoothing Framework for Large-Scale Non-Bilinear Saddle Point Problems. Journal of Optimization Theory and Applications.
  • Zhao, R. & Tan, V. Y. (2017). Online Nonnegative Matrix Factorization with Outliers. IEEE Transactions on Signal Processing.

Working Papers

  • Miao, S., Wang, Y., & Zhao, R. (2023). Dynamic Learning Policy for Multi-Warehouse Multi-Store Systems with Censored Demands.
  • Zhao, R. (2025). The Generalized Multiplicative Gradient Method and Its Convergence Rate Analysis.
  • Zhao, R. (2025). Analysis of Dual Averaging With Non-Strongly-Convex Prox Functions.
  • Zhao, R. (2024). On the Projection-Based Convexification of Some Spectral Sets.

Employment History

  • Visiting Assistant Professor, Business Analytics, University of Iowa, 2022 - 2023