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Project: Counterfactual explanations

Description

I plan to offer a few assignments on counterfactual explanations

  • Counterfactual explanations on evolving data
  • Feasibility, actionability and personalization of counterfactual explanations
  • Counterfactual explanations for spotting unwanted biased in predictive model behaviour
  • Value alignment for counterfactual explanations (in collaboration with Emily Sullivan)
  • Counterfactual explanations for behaviour change
Details
Supervisor
Mykola Pechenizkiy
Interested?
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