Karsten Maurer | DeepAI

DeepAI

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Featured Co-authors

Walter Bennette
4 publications
Sean Sisti
2 publications
Sally Dufek
1 publication
Bunyod Tusmatov
1 publication

research

∙ 02/25/2021

Generalized Adversarial Distances to Efficiently Discover Classifier Errors

Given a black-box classification model and an unlabeled evaluation datas...

0 Walter Bennette, et al. ∙

research

∙ 06/29/2020

Harnessing Adversarial Distances to Discover High-Confidence Errors

Given a deep neural network image classification model that we treat as ...

0 Walter Bennette, et al. ∙

research

∙ 10/12/2018

Facility Locations Utility for Uncovering Classifier Overconfidence

Assessing the predictive accuracy of black box classifiers is challengin...

0 Karsten Maurer, et al. ∙