Posts

Revisiting the Rashomon Set Argument

Evaluating the Influences of Explanation Style on Human-AI Reliance

Explainable AI for Improved Heart Disease Prediction

Gender Controlled Data Sets for XAI Research

Revisiting the Performance-Explainability Trade-Off

Algebraic Aggregation of Random Forests

Explaining Random Forests with Representative Trees

Combatting Fake News With XAI

Explaining Random Forests with Boolean Satisfiability

How Subsets of the Training Data Affect a Prediction

Counterfactual Explanations Help Identify Sources of Bias

International Women's Day 2020

Faithful and Customizable Explanations of Black Box Models