Bensadoun School of Retail Management, Sentao Miao 1001 Sherbrooke Street West, Montreal, Quebec H3A 1G5, Canada Email:
[email protected] Webpage : https://sites.google.com/umich.edu/sentaomiao Education University of Michigan, Ann Arbor, MI, USA Ph.D. Candidate, Industrial and Operations Engineering. May 2020 Advisor: Dr. Xiuli Chao. Dissertation: Data-Driven Algorithms in Revenue Management: Pricing, Assortment Optimiza- tion, and Demand Learning. Jacobs University Bremen, Bremen, Germany Bachelor of Science, Mathematics. June 2014 Advisor: Dr. Peter Oswald. Dissertation: The Wavelet Tensor Train Transform and its Applications. Professional McGill University, Montreal, Quebec, Canada Experience Assistant Professor. 2020 - Present Bensadoun School of Retail Management & Desautels Faculty of Management. Research Methodology: Machine learning, online optimization, approximation algorithm, stochastic pro- Interests cess, game theory, high-dimensional computing. Application: Operations management, supply chain management, revenue management, inven- tory control. Academic Miao S, Chao X. (2020) \Dynamic Joint Assortment and Pricing Optimization with Demand Papers Learning". Manufacturing & Service Operations Management. - Richard C. Wilson Prize ($500 departmental award given to the best student paper dealing with any aspect of manufacturing systems), Department of Industrial and Operations Engineering, University of Michigan, May 2018. Khoromskij B, Miao S. (2015) \Superfast Wavelet Transform Using Quantics-TT Approxima- tion. I. Application to Haar Wavelets". Computational Methods in Applied Mathematics, 14(4), 537-553. Miao S, Jasin S, Chao X. \Asymptotically Optimal Lagrangian Policies for One-Warehouse Multi-Store System with Lost Sales". Under Revision. Chen X, Ji L, Jiang L, Miao S, Shi C. (2020) \More Bang for Your Buck: Effective KOL Marketing Campaign in Brazil Short-Video Emerging Markets".