Triplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure. - Katarzyna Pekala; Katarzyna Woznica; Przemyslaw Biecek (CoRR, 2021)

Do not explain without context: addressing the blind spot of model explanations. - Katarzyna Woznica; Katarzyna Pekala; Hubert Baniecki; Wojciech Kretowicz; Elzbieta Sienkiewicz; Przemyslaw Biecek (CoRR, 2021)