MOTEM: Method for optimizing over tree ensemble models

Georgia Perakis, Leann Thayaparan

Is your machine better than you? You may never know.

Francis de Véricourt, Huseyin Gurkan

Prescriptive PCA: dimensionality reduction for two-stage stochastic optimization

Ho-Yin Mak, Long He

Uncertain search with transfer learning

Meichun Lin, Tim Huh, Michael Kim

Dynamic matching under type uncertainty

Anand Kalvit, Assaf Zeevi

Optimal presentation of alternatives

Morvarid Rahmani, Karthik Ramachandran, Zeya Wang

Regret bounds for risk-sensitive reinforcement learning

Osbert Bastani, Jason Yecheng Ma, Estelle Shen, Wanqiao Xu

Prediction with missing data

Dimitris Bertsimas, Arthur Delarue, Jean Pauphilet

Data-driven newsvendor: operating in a heterogeneous environment

Omar Besbes, Will Ma, Omar Mouchtaki

Learning across Bandits in High Dimension via Robust Statistics

Kan Xu, Hamsa Bastani

Increasing charity donations: a bandit learning approach

Divya Singhvi, Somya Singhvi

Adaptivity and confounding in multi-armed bandit experiments

Chao Qin, Daniel Russo

Online learning via offline greedy algorithms: applications in market design and optimization

Rad Niazadeh, Negin Golrezaei, Joshua Wang, Fransisca Susan, Ashwinkumar Badanidiyuru

Deep policy iteration with integer programming for inventory management

Pavithra Harsha, Ashish Jagmohan, Jayant Kalgnanam, Brian Quanz, Divya Singhvi

Representing random utility choice models with neural networks

Ali Aouad, Antoine Désir

Design of Contingent Free Shipping policy: The role of return environment

Wedad Elmaghraby, Sahar Hemmati, Nitish Jain, Ashish Kabra

To Bundle or Not to Bundle: The Impact of Conditional Discounts on Sales and Returns

Sahar Hemmati, Wedad Elmaghraby, Ozge Sahin

The impact of online product reviews on retailer's pricing and return policy decisions

Mehmet Sekip Altug

Coordinate or collaborate? food waste reduction in perishable product supply chains

Navid Mohamadi, Sandra Transchel, Jan C. Fransoo

Cosmetic quality standard and implications on food waste

Pascale Crama, Yangfang Helen Zhou, Manman Wang

Picking for expiration dates - the behavior of customers in food retail and implications on food waste

Tobias Winkler, Manuel Ostermeier, Alexander Hübner

Fighting imperfect produce: Grocery retailing strategies and the battle against food waste

Haoran Yu, Burak Kazaz, Fasheng Xu

Channel choice under esthetic specifications and producer information in agricultural supply chains

Nina Mayer, Sandra Transchel, Mirjam Meijer