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(Un)reasonable Allure of Ante-hoc Interpretability for High-stakes Domains: Transparency Is Necessary but Insufficient for Explainability.
Kacper Sokol
Julia E. Vogt
Published in:
CoRR (2023)
Keyphrases
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real world
application domains
prediction accuracy
significantly lower
high quality
high levels
special case
control system
multiple domains
high correlation
significantly higher
databases
evolutionary algorithm
multi agent
multiscale
case study
information retrieval
neural network