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Profile

Marcin Kostrzewa

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.

Research interests

  • explainable AI
  • deep learning
  • probabilistic methods
  • unsupervised learning
  • generative models
  • tabular foundation models

Research groups

Education

  1. 2023

    MsC in Applied Mathematics

    Wroclaw University of Science and Technology

  2. 2024

    MsC in Applied Mathematics

    Wroclaw University of Science and Technology

Publications1