Jakub WiśniewskiinResponsibleMLRadioTator: A Tailored Tool for Rapid Medical Text AnnotationCreating an annotation app for text data to use for radiologists.4 min read·Jun 14, 2022----
Jakub WiśniewskiinResponsibleMLThe road to Sparse R-CNN — key ideas and intuitionBriefly explaining the history of object detection and the innovations that were brought by Sparse R-CNN6 min read·Aug 1, 2021--1--1
Jakub WiśniewskiinResponsibleMLWhat? Fairness in regression?Bringing fairness to regression problems4 min read·Apr 30, 2021----
Jakub WiśniewskiinResponsibleMLVisualize ML model bias with dalex!Using python packages dalex and fairtorch5 min read·Jan 12, 2021----
Jakub WiśniewskiinResponsibleMLHow to easily check if your ML model is fair?Using a newly developed fairness module in dalex python package6 min read·Oct 28, 2020----
Jakub WiśniewskiinResponsibleMLWhat is new in fairmodels?Version 0.2.2 is out and it has big changes!4 min read·Sep 22, 2020----
Jakub WiśniewskiinResponsibleMLIntroduction to ResponsibleML publicationHow to upload to ResponsibleML3 min read·Sep 5, 2020----
Jakub WiśniewskiTo test publication or not to test, that is the questionseriously thou1 min read·Aug 25, 2020----
Jakub WiśniewskiinTowards Data Sciencefairmodels: let’s fight with biased Machine Learning modelspart 3: mitigation6 min read·Aug 24, 2020----
Jakub WiśniewskiinTowards Data Sciencefairmodels: let’s fight with biased Machine Learning models (part 2 — visualization)The fairmodels R Package that facilitates bias detection through model visualizations. It implements a few mitigation strategies that could6 min read·Aug 20, 2020----
