Personalizing Many Decisions with High-Dimensional Covariates

Nima Hamidi, Mohsen Bayati, Kapil Gupta

Neural Information Processing Systems 

Running online experiments has recently become a popular approach in data-centric enterprises. However, running an experiment involves an opportunity cost or regret (e.g., exposing some users to

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