LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data. - Hanyu Zhang; Chuck Arvin; Dmitry Efimov; Michael W. Mahoney; Dominique Perrault-Joncas; Shankar Ramasubramanian; Andrew Gordon Wilson; Malcolm Wolff (CoRR, 2024)

C-3DPO: Constrained Controlled Classification for Direct Preference Optimization. - Kavosh Asadi; Julien Han; Xingzi Xu; Dominique Perrault-Joncas; Shoham Sabach; Karim Bouyarmane; Mohammad Ghavamzadeh (CoRR, 2025)

The Role of the Marketplace Operator in Inducing Competition. - Tiffany Ding; Dominique Perrault-Joncas; Orit Ronen; Michael I. Jordan; Dirk Bergemann; Dean P. Foster; Omer Gottesman (CoRR, 2025)

Structure-Informed Deep Reinforcement Learning for Inventory Management. - Alvaro Maggiar; Sohrab Andaz; Akhil Bagaria; Carson Eisenach; Dean P. Foster; Omer Gottesman; Dominique Perrault-Joncas (CoRR, 2025)