Search Results for author: Nina L. Corvelo Benz

Found 2 papers, 2 papers with code

Human-Aligned Calibration for AI-Assisted Decision Making

1 code implementation NeurIPS 2023 Nina L. Corvelo Benz, Manuel Gomez Rodriguez

Then, the decision maker is supposed to use the confidence value to calibrate how much to trust the prediction.

Decision Making

Counterfactual Inference of Second Opinions

1 code implementation16 Mar 2022 Nina L. Corvelo Benz, Manuel Gomez Rodriguez

This motivates the design of a set invariant Gumbel-Max structural causal model where the structure of the noise governing the sub-mechanisms underpinning the model depends on an intuitive notion of similarity between experts which can be estimated from data.

counterfactual Counterfactual Inference

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