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stat.ML2025
A Review of Causal Decision Making
Lin Ge, Hengrui Cai, Runzhe Wan +2
To make effective decisions, it is important to have a thorough understanding of the causal relationships among actions, environments, and outcomes. This review aims to surface thr…
stat.ML2024
Multi-Task Combinatorial Bandits for Budget Allocation
Lin Ge, Yang Xu, Jianing Chu +4
Today's top advertisers typically manage hundreds of campaigns simultaneously and consistently launch new ones throughout the year. A crucial challenge for marketing managers is de…