Publications

  • On the properties and estimation of pointwise mutual information profiles
    P. Czyż, F. Grabowski, J.E. Vogt, N. Beerenwinkel, A. Marx
    Transactions on Machine Learning Research (2025)
    Details Publication Code
  • Bayesian modeling of mutual exclusivity in cancer mutations
    P. Czyż, N. Beerenwinkel
    Preprint (2024)
    Details Preprint Code
  • Bayesian quantification with black-box estimators
    A. Ziegler, P. Czyż
    Transactions on Machine Learning Research (2024)
    Details Publication Code
  • Beyond normal: on the evaluation of mutual information estimators
    P. Czyż, F. Grabowski, J.E. Vogt, N. Beerenwinkel, A. Marx
    Conference on Neural Information Processing Systems (NeurIPS) (2023)
    Details Publication Code
  • Limits to the rate of information transmission through the MAPK pathway
    F. Grabowski, P. Czyż, M. Kochańczyk, T. Lipniacki
    Journal of The Royal Society Interface (2019)
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