talks

contributed conference presentations, posters, and workshops

Date Venue Title Links
2022-09-21 ECML PKDD 2022
Grenoble, France
Fooling Partial Dependence via Data Poisoning [paper] [slides] [poster]
2022-08-08 JSM 2022
Washington DC, USA
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python [info] [slides] [abstract] [paper]
2022-02-25 AAAI 2022
online
Manipulating SHAP via Adversarial Data Perturbations [poster] [paper] [demo]
2022-01-19 Ryanair Labs Madrid
online
Explaining machine learning predictions with DALEX and beyond [slides]
2021-11-06 ML in PL 2021
online
Manipulating explainability and fairness in machine learning [slides]
2021-07-07 useR! 2021
online
Introduction to Responsible Machine Learning [materials] [video]
2021-07-05 useR! 2021
online
Open the Machine Learning Black-Box with modelStudio & Arena [slides] [video] [demo]
2021-02-06 AAAI 2021
online
Responsible Prediction Making of COVID-19 Mortality [poster] [paper] [demo]
2020-11-11 AI.SCIENCE Webinar
online
DrWhy.AI - Tools for Explainable Artificial Intelligence [slides] [video]
2020-11-04 X-Europe Webinar
online
Tools for Explainable Artificial Intelligence [slides] [video]
2020-10-16 DS Summit 2020
online
XAI to support prediction making in COVID-19 pandemic [slides]
2020-09-27 Why R? 2020
online
What's new in DrWhy.AI? (2020) [slides] [video]
2019-11-25 ML in PL 2019
Warsaw, Poland
modelStudio: Interactive Studio with Explanations for ML Predictive Models [poster]
2019-09-29 Why R? 2019
Warsaw, Poland
DALEX + D3 = ? [slides]