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02/11/2023
Explaining text classifiers through progressive neighborhood approximation with realistic samples
The importance of neighborhood construction in local explanation methods...
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09/07/2022
Power of Explanations: Towards automatic debiasing in hate speech detection
Hate speech detection is a common downstream application of natural lang...
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10/25/2021
Detecting Wandering Behavior of People with Dementia
Wandering is a problematic behavior in people with dementia that can lea...
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09/30/2021
XPROAX-Local explanations for text classification with progressive neighborhood approximation
The importance of the neighborhood for training a local surrogate model ...
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07/15/2019
Subspace Determination through Local Intrinsic Dimensional Decomposition: Theory and Experimentation
Axis-aligned subspace clustering generally entails searching through eno...
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02/10/2019