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news archive

2023 Jan A paper The Grammar of Interactive Explanatory Model Analysis is accepted for publication in Data Mining and Knowledge Discovery.
2022 Dec A paper SurvSHAP(t): Time-dependent explanations of machine learning survival models is accepted for publication in Knowledge-Based Systems.
2022 Oct A paper Multi-omics disease module detection with an explainable Greedy Decision Forest is published in Scientific Reports.
2022 Sep I got admissioned to PhD in Computer Science at the University of Warsaw & with external funding from the National Science Centre (Poland) PRELUDIUM BIS research grant ARES: Attack-Resistant Explanations toward Secure and trustworthy AI. Thanks to my supervisor Przemysław Biecek.
2022 Sep I graduated with an MSc in Data Science from Warsaw University of Technology by defending a thesis titled From manipulating to evaluating explanations of machine learning models.
2022 Jun A paper Fooling Partial Dependence via Data Poisoning is accepted for publication at the ECML PKDD 2022 conference.
2022 Mar I received the Minister’s (of Education and Science, Poland) scholarship for students for significant scientific achievements.
2022 Jan I received the John M. Chambers Statistical Software Award for the dalex Python package & got invited for a talk at the 2022 Joint Statistical Meetings, Washington DC, USA. Kudos to the dalex team!
2021 Oct A paper Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) is accepted for publication at AAAI 2022.
2021 Sep A paper dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python is accepted for publication in the Journal of Machine Learning Research.
2021 May I will contribute to the useR! 2021 conference with a talk Open the Machine Learning Black-Box with modelStudio & Arena, and a tutorial Introduction to Responsible Machine Learning.
2021 Feb I started an MSc in Data Science at Warsaw University of Technology.
2021 Feb I graduated with a BSc in Data Science from Warsaw University of Technology by defending a thesis titled Adversarial attacks on Explainable AI methods.
2020 Nov A paper Responsible Prediction Making of COVID-19 Mortality (Student Abstract) is accepted for publication at AAAI 2021.