2 papers
cs.LG2024
Linear Contextual Bandits with Interference
Yang Xu, Wenbin Lu, Rui Song
Interference, a key concept in causal inference, extends the reward modeling process by accounting for the impact of one unit's actions on the rewards of others. In contextual band…
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…