Hubert Baniecki
Faculty of Mathematics and Information Science • Warsaw University of Technology

find me @hbaniecki
I’m an MSc student in Data Science at Warsaw University of Technology; working in the MI² research lab led by Przemysław Biecek.
My research interests include explainable machine learning, responsibility, evaluation and adversarial attacks.
Developing and maintaining open-source Python & R packages used for explainability of predictive models.
news [archive]
2022-Jun new paper |
Fooling Partial Dependence via Data Poisoning
Accepted for publication at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD’22).
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2022-Jun |
Admissioned to PhD in Computer Science at the University of Warsaw and got funded by the project |
2022-Mar | Received the Minister’s (of Education and Science, Poland) scholarship for students for significant scientific achievements. |
2022-Jan |
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2021-Oct new paper |
Manipulating SHAP via Adversarial Data Perturbations (Student Abstract)
Accepted for publication at the AAAI Conference on Artificial Intelligence (AAAI’22).
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