Gah-Yi Ban

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 5

Top Topics

Classification Trees

Machine Learning

Inventory Models

Portfolio Optimization

Top Venues

Manuf. Serv. Oper. Manag.

Publications

Gah-Yi Ban, N. Bora Keskin
Personalized Dynamic Pricing with Machine Learning: High-Dimensional Features and Heterogeneous Elasticity. Manag. Sci. 67 (9) (2021)
Gah-Yi Ban
Confidence Intervals for Data-Driven Inventory Policies with Demand Censoring. Oper. Res. 68 (2) (2020)
Gah-Yi Ban, Cynthia Rudin
The Big Data Newsvendor: Practical Insights from Machine Learning. Oper. Res. 67 (1) (2019)
Gah-Yi Ban, Jérémie Gallien, Adam J. Mersereau
Dynamic Procurement of New Products with Covariate Information: The Residual Tree Method. Manuf. Serv. Oper. Manag. 21 (4) (2019)
Gah-Yi Ban, Noureddine El Karoui, Andrew E. B. Lim
Machine Learning and Portfolio Optimization. Manag. Sci. 64 (3) (2018)