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math.OC2025
Near-Optimal Real-Time Personalization with Simple Transformers
Lin An, Andrew A. Li, Vaisnavi Nemala +1
Real-time personalization has advanced significantly in recent years, with platforms utilizing machine learning models to predict user preferences based on rich behavioral data on…
math.OC2024
Best of Many in Both Worlds: Online Resource Allocation with Predictions under Unknown Arrival Model
Lin An, Andrew A. Li, Benjamin Moseley +1
Online decision-makers often obtain predictions on future variables, such as arrivals, demands, inventories, and so on. These predictions can be generated from simple forecasting a…