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09/04/2023
MLGuard: Defend Your Machine Learning Model!
Machine Learning (ML) is used in critical highly regulated and high-stak...
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07/04/2023
Garbage in, garbage out: Zero-shot detection of crime using Large Language Models
This paper proposes exploiting the common sense knowledge learned by lar...
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09/20/2022
Comparative analysis of real bugs in open-source Machine Learning projects – A Registered Report
Background: Machine Learning (ML) systems rely on data to make predictio...
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08/11/2022
SignalKG: Towards Reasoning about the Underlying Causes of Sensor Observations
This paper demonstrates our vision for knowledge graphs that assist mach...
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06/24/2022