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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
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Mykola Pechenizkiy
- Interested?
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