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2023 Nov
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A paper survex: an R package for explaining machine learning survival models is accepted for publication in Bioinformatics.
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2023 Jun
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A paper Adversarial Attacks and Defenses in Explainable Artificial Intelligence: A Survey is accepted for presentation at the IJCAI 2023 Workshop on XAI.
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2023 Apr
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We are organising Joint workshops on XAI methods, challenges and applications (XAI^3) at the ECAI 2023 conference in Cracow, Poland. Paper submission deadline is July 18, 2023.
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2023 Apr
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A paper Towards Evaluating Explanations of Vision Transformers for Medical Imaging is accepted for publication at CVPR 2023 Workshops.
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2023 Mar
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A paper Hospital Length of Stay Prediction Based on Multi-modal Data Towards Trustworthy Human-AI Collaboration in Radiomics is accepted for publication at the AIME 2023 conference.
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2023 Mar
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I received the Ministry of Education and Science (Poland) “Pearls of Science” grant for a 4-year research project Interpretable machine learning models for prediction in medical applications.
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2023 Feb
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I have supervised three students who successfully defended a BSc thesis in Data Science on Automated explanation selection for convolutional
neural networks.
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2023 Jan
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A paper The grammar of interactive explanatory model analysis is accepted for publication in Data Mining and Knowledge Discovery.
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2022 Dec
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A paper SurvSHAP(t): Time-dependent explanations of machine learning survival models is accepted for publication in Knowledge-Based Systems.
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2022 Oct
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A paper Multi-omics disease module detection with an explainable Greedy Decision Forest is published in Scientific Reports.
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2022 Sep
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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 Przemyslaw Biecek.
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2022 Sep
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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.
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2022 Jun
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A paper Fooling Partial Dependence via Data Poisoning is accepted for publication at the ECML PKDD 2022 conference.
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2022 Mar
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I received the Minister’s (of Education and Science, Poland) scholarship for students for significant scientific achievements.
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2022 Jan
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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!
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2021 Oct
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A paper Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) is accepted for publication at AAAI 2022.
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2021 Sep
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A paper dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python is accepted for publication in the Journal of Machine Learning Research.
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2021 May
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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.
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2021 Feb
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I started an MSc in Data Science at Warsaw University of Technology.
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2021 Feb
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I graduated with a BSc in Data Science from Warsaw University of Technology by defending a thesis titled Adversarial attacks on Explainable AI methods.
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2020 Nov
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A paper Responsible Prediction Making of COVID-19 Mortality (Student Abstract) is accepted for publication at AAAI 2021.
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