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by nrub
3018 days ago
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The paper linked above does directly address the case of multiple experiments occurring in the same context. They address this with hill-climbing over those 180 different variations. The use of a bayesian linear regression takes place of the exploration found with Thompson sampling. |
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I don't think they account for potentially changing conversion rates over time or delayed conversions.
Aside from that, I'd be curious to see how these two approaches compare in a real-life situation.