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03/30/2023
Practical Policy Optimization with Personalized Experimentation
Many organizations measure treatment effects via an experimentation plat...
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11/03/2020
Multi-armed Bandits with Cost Subsidy
In this paper, we consider a novel variant of the multi-armed bandit (MA...
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05/23/2020
Active Learning for Skewed Data Sets
Consider a sequential active learning problem where, at each round, an a...
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05/20/2019
Best Arm Identification in Generalized Linear Bandits
Motivated by drug design, we consider the best-arm identification proble...
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08/29/2017
Learning to Price with Reference Effects
As a firm varies the price of a product, consumers exhibit reference eff...
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11/19/2016