ukuhl
Hi there! I am a cognitive scientist by training, pondering cognition, explainability, decisions, and machine learning @HammerLabML.
Bielefeld University
ukuhl's Stars
mmschlk/shapiq
Shapley Interactions and Shapley Values for Machine Learning
andreArtelt/IJCAI24-CF_Tut
IJCAI-24 Tutorial on Counterfactual Explanations: https://sites.google.com/view/tut-counterfactuals-ijcai24/
ukuhl/AAAI_CF_Tutorial
AAAI'25 Tutorial on "(Really) Using Counterfactuals to Explain AI Systems": https://sites.google.com/view/cfe-tutorial-aaai-25/startseite
itsml/itsml
e-delaney/cfe_images_how_people_differ_from_machines
This repository contains ground truth user counterfactual explanations for explaining the misclassifications of a CNN on images from (i) MNIST and (ii) Quickdraw.