Research Interest
- Dynamic pricing, social learning, information sharing, quality management
- E-commerce and omnichannel retailing operations
- Machine learning and sequential decision making
- Business and sports analytics
Published Papers
- Tractable sampling strategies for ordinal optimization, with Mark Broadie and Assaf Zeevi
- Operations Research, 2018, 66(6):1693-1712
- Ordinal optimization with generalized linear models, with Dohyun Ahn
- Proceedings of 2020 Winter Simulation Conference, 3008-3019
- Practical nonparametric sampling strategies for quantile-based ordinal optimization, with Mark Broadie and Assaf Zeevi
- INFORMS Journal on Computing, 2022, 34(2):752-768
- Preliminary version in Proceedings of 2016 Winter Simulation Conference, 847-858
- Product quality and information sharing in the presence of reviews, with Assaf Zeevi
- Management Science, 2023, Articles in Advance:1-20
- Nudging private Ryan: mobile micro-giving under economic incentives and audience effects, with Dongwon Lee, Anandasivam Gopal, and Dokyun Lee
- MIS Quarterly, 2023, 47(3):1101-1146
- Dynamic pricing with online reviews, with Stefano Vaccari and Assaf Zeevi
- Management Science, 2022, 69(2):824-845
- Product ranking in the presence of social learning, with Costis Maglaras, Marco Scarsini, and Stefano Vaccari
- Operations Research, 2022, 71(4):1136-1153
- Feature misspecification in sequential learning problems, with Dohyun Ahn and Assaf Zeevi
- Accepted in Management Science
Papers under Review
- Social learning with polarized preferences on content platforms, with Bharadwaj Kadiyala
- Minor revision in Manufacturing & Service Operations Management
- First place winner in 2023 Service Science Best Cluster Paper Competition
- Multichannel advertising: budget allocation in the presence of spillover and carryover effects, with Huijun Chen, Ying-Ju Chen, and Sunghyuk Park
- Major revision in Manufacturing & Service Operations Management
- A golf putting model for optimal targeting strategy and attribution analysis, with Mark Broadie
- Submitted
- Channel selection and coordination in omnichannel retailing with strategic customers under product value uncertainty, with Jae-Hyuck Park
- Submitted
Working Papers
- Social learning with multivariate features, with Etienne Boursier, Vianney Perchet, and Marco Scarsini
- Product quality in the presence of social learning from multi-dimensional online ratings, with Soo-Haeng Cho, Eunji Kim and Sangwon Kim
- Signaling quality with delayed incentives, with Arian Aflaki and Bharadwaj Kadiyala
- Content moderation and liability, with Woonam Hwang and Bharadwaj Kadiyala
- Omnichannel pricing strategies under product value uncertainty, with Jae-Hyuck Park