Concepedia

Gah‐Yi Ban

GB

5

Publications

1.1K

Citations

5

H-Index

2016

Active since

Affiliations

London Business School(Current)

Duke University

Gah‐Yi Ban is an author at London Business School specializing in management, predictive analytics, and machine learning.

Top concepts

ManagementEngineeringData ScienceMachine LearningPredictive AnalyticsFinanceBusinessMarketingMarket DesignComputer Science

Publications per year

2016–2021

5

Publications

5

The Big Data Newsvendor: Practical Insights from Machine Learning

Gah‐Yi Ban, Cynthia Rudin · Operations Research · 2018 · 492 citations · Full text

Engineering, Machine Learning, Big Data Newsvendor +22

Machine Learning and Portfolio Optimization

Gah‐Yi Ban, Noureddine El Karoui, Andrew E. B. Lim · Management Science · 2016 · 268 citations

Mathematical Programming, Model Optimization, Portfolio Optimization +15

Personalized Dynamic Pricing with Machine Learning: High-Dimensional Features and Heterogeneous Elasticity

Gah‐Yi Ban, N. Bora Keskin · Management Science · 2021 · 186 citations

High-dimensional Features, Consumer Uncertainty, Machine Learning +21

Dynamic Procurement of New Products with Covariate Information: The Residual Tree Method

Gah‐Yi Ban, Jérémie Gallien, Adam J. Mersereau · Manufacturing & Service Operations Management · 2018 · 87 citations

Engineering, Inventory Theory, Procurement Policy +29

Confidence Intervals for Data-Driven Inventory Policies with Demand Censoring

Gah‐Yi Ban · Operations Research · 2020 · 52 citations

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