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20212025
most citedLifecycle Management of Trustworthy AI Models in 6G Networks: The REASON Approach

9 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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2 papers · 1 filter

cs.LG2023★ 6 cited

A Trustworthiness Score to Evaluate DNN Predictions

Abanoub Ghobrial, Darryl Hond, Hamid Asgari +1

Due to the black box nature of deep neural networks (DNN), the continuous validation of DNN during operation is challenging with the absence of a human monitor. As a result this ma…

cs.LG2022★ 1 cited

DIRA: Dynamic Domain Incremental Regularised Adaptation

Abanoub Ghobrial, Xuan Zheng, Darryl Hond +2

Autonomous systems (AS) often use Deep Neural Network (DNN) classifiers to allow them to operate in complex, high-dimensional, non-linear, and dynamically changing environments. Du…