Browsing by Author "Cooper, Joshua"

Now showing items 1-1 of 1

  • Sampling permutations for Shapley value estimation

    Mitchell, Rory; Cooper, Joshua; Frank, Eibe; Holmes, Geoffrey (Microtome Publishing, 2022)
    Game-theoretic attribution techniques based on Shapley values are used to interpret blackbox machine learning models, but their exact calculation is generally NP-hard, requiring approximation methods for non-trivial models. ...

Joshua Cooper has 3 co-authors in Research Commons.