Search Results for author: Sofia Ek

Found 3 papers, 1 papers with code

Externally Valid Policy Evaluation Combining Trial and Observational Data

no code implementations23 Oct 2023 Sofia Ek, Dave Zachariah

Trial data is, however, drawn from a population which may differ from the intended target population and this raises a problem of external validity (aka.

valid

Off-Policy Evaluation with Out-of-Sample Guarantees

1 code implementation20 Jan 2023 Sofia Ek, Dave Zachariah, Fredrik D. Johansson, Petre Stoica

We consider the problem of evaluating the performance of a decision policy using past observational data.

Off-policy evaluation valid

Learning Pareto-Efficient Decisions with Confidence

no code implementations19 Oct 2021 Sofia Ek, Dave Zachariah, Petre Stoica

The paper considers the problem of multi-objective decision support when outcomes are uncertain.

Conformal Prediction

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