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TML Tübingen's Projects

cblearn icon cblearn

Comparison-based Machine Learning in Python

explanations-manifold icon explanations-manifold

Code Repository for "The Manifold Hypothesis for Gradient-Based Explanations", CVPR 2023 Workshops

facct-post-hoc icon facct-post-hoc

Code Repository for "Post-Hoc Explanations Fail to Achieve their Purpose in Adversarial Contexts", FAccT 2022

nshap icon nshap

Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.

pags icon pags

Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness (Neurips 2023)

searchfair icon searchfair

Binary classification algorithm under fairness considerations.

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