Search Results for author: Maja Karwowska

Found 2 papers, 0 papers with code

Particle identification with machine learning from incomplete data in the ALICE experiment

no code implementations26 Mar 2024 Maja Karwowska, Łukasz Graczykowski, Kamil Deja, Miłosz Kasak, Małgorzata Janik

We also present the integration of the ML project with the ALICE analysis software, and we discuss domain adaptation, the ML technique needed to transfer the knowledge between simulated and real experimental data.

Domain Adaptation

Machine-learning-based particle identification with missing data

no code implementations21 Dec 2023 Miłosz Kasak, Kamil Deja, Maja Karwowska, Monika Jakubowska, Łukasz Graczykowski, Małgorzata Janik

In this work, we propose the first method for PID that can be trained with all of the available data examples, including incomplete ones.

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