Search Results for author: Soumen Chakrabarty

Found 1 papers, 1 papers with code

Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations

1 code implementation NeurIPS 2021 Vihari Piratla, Soumen Chakrabarty, Sunita Sarawagi

Our goal is to evaluate the accuracy of a black-box classification model, not as a single aggregate on a given test data distribution, but as a surface over a large number of combinations of attributes characterizing multiple test data distributions.

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