contributed conference talks, posters, and workshops

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