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02/15/2023
A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies
When conducting user studies to ascertain the usefulness of model explan...
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11/24/2022
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation
Evaluating new techniques on realistic datasets plays a crucial role in ...
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06/24/2022
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods
Machine Learning (ML) models now inform a wide range of human decisions,...
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01/21/2021