PinnedHubert BanieckiinResponsibleMLManipulating explainability and fairness in machine learningtoward trustworthy AI..Oct 25, 2021Oct 25, 2021
PinnedHubert BanieckiinResponsibleMLFooling Partial Dependence via Data PoisoningTL;DR: We highlight that Partial Dependence can be maliciously altered, e.g. bent and shifted, with adversarial data perturbations.Aug 8, 2021Aug 8, 2021
Hubert BanieckiinResponsibleMLMonitor of SARS-CoV-2 variantsWhy should I care?Mar 31, 2021Mar 31, 2021
Hubert BanieckiinResponsibleMLAdversarial attacks on Explainable AIAre explainability methods black-box themself?Jan 23, 20211Jan 23, 20211
Hubert BanieckiinResponsibleMLCOVID-19 Data VisualizationHow to tell a good story?Dec 17, 2020Dec 17, 2020
Hubert BanieckiinResponsibleMLData Visualization Cheat SheetsHow to make a good graph?Nov 20, 20202Nov 20, 20202
Hubert BanieckiinResponsibleMLtensorflow + dalex = :)I want to showcase how straightforward and convenient it is to explain your tensorflow predictive model using the dalex Python package…Oct 15, 2020Oct 15, 2020