Hubert Baniecki
University of Warsaw • Warsaw University of Technology • MI².AI

I am a 3rd year PhD student in Computer Science at the University of Warsaw, advised by Przemyslaw Biecek. As part of my doctoral studies, I’ve been a visiting researcher at LMU Munich, hosted by Bernd Bischl (2024) and Eyke Hüllermeier (2025). Before my PhD, I did a Master’s in Data Science at the Warsaw University of Technology.
My research focuses on machine learning interpretability and explainable AI, with particular interest in efficient explanation estimation and the robustness of post-hoc explanations to adversarial manipulation. I also care about how humans interact with models through explanations, especially in the context of medical imaging and survival analysis. When time allows, I contribute to open-source software facilitating the responsible development of predictive models, for which I received the John M. Chambers Statistical Software Award (2022).
recent news [previous]
2025 Mar | I stay in Germany until April for a 1-month research visit at LMU Munich hosted by Eyke Hüllermeier. |
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2025 Jan |
A paper |
2024 Nov |
A paper |
2024 Nov |
A paper |
2024 Sep |
A paper |