Search Results for author: Markelle Kelly

Found 2 papers, 2 papers with code

Capturing Humans' Mental Models of AI: An Item Response Theory Approach

1 code implementation15 May 2023 Markelle Kelly, Aakriti Kumar, Padhraic Smyth, Mark Steyvers

Improving our understanding of how humans perceive AI teammates is an important foundation for our general understanding of human-AI teams.

Question Answering

Variable-Based Calibration for Machine Learning Classifiers

1 code implementation30 Sep 2022 Markelle Kelly, Padhraic Smyth

In this paper we introduce the notion of variable-based calibration to characterize calibration properties of a model with respect to a variable of interest, generalizing traditional score-based metrics such as expected calibration error (ECE).

Fairness

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