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2022 Sep I got admissioned to PhD in Computer Science at 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 From manipulating to evaluating explanations of machine learning models.
2022 Jun New 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 Python package dalex and got invited for a talk at the 2022 Joint Statistical Meetings, Washington DC, USA. Kudos to the dalex team!
2021 Oct New paper Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) is accepted for publication at AAAI 2022.
2021 Sep New 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 through a workshop 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 Adversarial attacks on Explainable AI methods.
2020 Nov New paper Responsible Prediction Making of COVID-19 Mortality (Student Abstract) is accepted for publication at AAAI 2021.