counterfactual explanations

Presentation: Consequence-aware Sequential Counterfactual Generation

I will give a (recorded) presentation on our recent paper at ECML-PKDD 21. Afterwards, there will be time to answer questions in the live Q&A. You can also join me in the poster sessions.

Consequence-aware Sequential Counterfactual Generation

Counterfactuals have become a popular technique nowadays for interacting with black-box machine learning models and understanding how to change a particular instance to obtain a desired outcome from the model. However, most existing approaches assume …

Presentation: How to Compute Counterfactual Explanations

In this presentation, I give a brief overview and introduction to important Counterfactual Explanations methods.