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A causal framework for evaluating deferring systems
Deferring systems extend supervised Machine Learning (ML) models with the possibility to
defer predictions to human experts. However, evaluating the impact of a deferring strategy …
defer predictions to human experts. However, evaluating the impact of a deferring strategy …
Deep neural network benchmarks for selective classification
With the increasing deployment of machine learning models in many socially sensitive tasks,
there is a growing demand for reliable and trustworthy predictions. One way to accomplish …
there is a growing demand for reliable and trustworthy predictions. One way to accomplish …