CINNAMON: A hybrid approach to change point detection and parameter estimation in singleparticle tracking data
JW Malinowski, MR Kostrzewa, M Balcerek, W Tomczuk, J Szwabiński
Journal of Physics-Photonics 7(3), 1–25 · Cited by 2
PhD Student
Marcin Kostrzewa is a PhD student and co-coordinator of the genwro.AI research group at Wrocław University of Science and Technology. His research focuses on explainable AI, with particular emphasis on counterfactual explanations - investigating their robustness, multimodality, and causal aspects. He received his MSc in Applied Mathematics, where his work centered on applying deep learning methods to analyze anomalous diffusion processes in biological modeling. Marcin combines academic research with industry experience, currently specializing in integrating Large Language Models for data processing and extraction tasks.
MsC in Applied Mathematics
Wroclaw University of Science and Technology
MsC in Applied Mathematics
Wroclaw University of Science and Technology
JW Malinowski, MR Kostrzewa, M Balcerek, W Tomczuk, J Szwabiński
Journal of Physics-Photonics 7(3), 1–25 · Cited by 2