Search Results for author: Diego Martinez-Taboada

Found 2 papers, 0 papers with code

Bayesian Counterfactual Mean Embeddings and Off-Policy Evaluation

no code implementations2 Nov 2022 Diego Martinez-Taboada, Dino Sejdinovic

The framework naturally extends to the setting where one observes multiple treatment effects (e. g. an intermediate effect after an interim period, and an ultimate treatment effect which is of main interest) and allows for additionally modelling uncertainty about the relationship of these effects.

counterfactual Off-policy evaluation

Sequential Decision Making on Unmatched Data using Bayesian Kernel Embeddings

no code implementations25 Oct 2022 Diego Martinez-Taboada, Dino Sejdinovic

The problem of sequentially maximizing the expectation of a function seeks to maximize the expected value of a function of interest without having direct control on its features.

Bayesian Optimization Decision Making

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