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09/15/2023
Can Users Correctly Interpret Machine Learning Explanations and Simultaneously Identify Their Limitations?
Automated decision-making systems are becoming increasingly ubiquitous, ...
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06/05/2023
Navigating Explanatory Multiverse Through Counterfactual Path Geometry
Counterfactual explanations are the de facto standard when tasked with i...
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03/06/2023
An Analysis of Physics-Informed Neural Networks
Whilst the partial differential equations that govern the dynamics of ou...
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03/02/2023
Helpful, Misleading or Confusing: How Humans Perceive Fundamental Building Blocks of Artificial Intelligence Explanations
Explainable artificial intelligence techniques are evolving at breakneck...
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07/11/2022