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05/22/2023
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models
Auditing unwanted social bias in language models (LMs) is inherently har...
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06/09/2022
A Learning-Theoretic Framework for Certified Auditing of Machine Learning Models
Responsible use of machine learning requires that models be audited for ...
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09/14/2021
Behavior of k-NN as an Instance-Based Explanation Method
Adoption of DL models in critical areas has led to an escalating demand ...
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11/09/2019
On the design of convolutional neural networks for automatic detection of Alzheimer's disease
Early detection is a crucial goal in the study of Alzheimer's Disease (A...
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05/25/2019