Exploring Se4ai Model Quality

Exploring Se4ai Model Quality reveals several interesting facts.

  • Beyond data and
  • Discussing security principles in general and ML-specific attacks (poisoning attacks, evasion attacks) and counter strategies both ...
  • Discussing safety of systems with an ML component, classic safety strategies (requirements, hazard analysis, system design), ...
  • In this edition of Trainee Talks, we hear from Pierre-Olivier Côté, a Master's student in Software Engineering at École ...
  • Sixth lecture of the Carnegie Mellon course "17-445/645 Software Engineering for AI-Enabled Systems", Summer 2020 Discusses ...

In-Depth Information on Se4ai Model Quality

4th lecture of the Carnegie Mellon course "17-445/645 Software Engineering for AI-Enabled Systems", Summer 2020 Discusses ... About various kinds of data About the ultimate heldout test data: production data. Covers measuring ... Summer 2020 Catches up on some more

Fairness is a challenge, but we can actually do many things: Measures of fairness and how they correspond to different goals and ...

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