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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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11/05/2021
Distilling Heterogeneity: From Explanations of Heterogeneous Treatment Effect Models to Interpretable Policies
Internet companies are increasingly using machine learning models to cre...
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10/14/2021
Looper: An end-to-end ML platform for product decisions
Modern software systems and products increasingly rely on machine learni...
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02/10/2021
Personalization for Web-based Services using Offline Reinforcement Learning
Large-scale Web-based services present opportunities for improving UI po...
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12/14/2019