Search Results for author: Al-Harith Farhad

Found 2 papers, 2 papers with code

Scope Compliance Uncertainty Estimate

1 code implementation17 Dec 2023 Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider

The zeitgeist of the digital era has been dominated by an expanding integration of Artificial Intelligence~(AI) in a plethora of applications across various domains.

Autonomous Vehicles

Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring

1 code implementation11 Jul 2022 Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider

Limitations in setting SafeML up properly include the lack of a systematic approach for determining, for a given application, how many operational samples are needed to yield reliable distance information as well as to determine an appropriate distance threshold.

BIG-bench Machine Learning Traffic Sign Recognition

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