Beyond Normal: On the Evaluation of Mutual Information Estimators. - Pawel Czyz; Frederic Grabowski; Julia E. Vogt; Niko Beerenwinkel; Alexander Marx 001 (NeurIPS, 2023)

The Mixtures and the Neural Critics: On the Pointwise Mutual Information Profiles of Fine Distributions. - Pawel Czyz; Frederic Grabowski; Julia E. Vogt; Niko Beerenwinkel; Alexander Marx 001 (CoRR, 2023)

Information transmission in a cell monolayer: A numerical study. - Pawel Nalecz-Jawecki; Przemyslaw Szyc; Frederic Grabowski; Marek Kochanczyk; Tomasz Lipniacki (PLoS Comput. Biol., 2025)

On the Properties and Estimation of Pointwise Mutual Information Profiles. - Pawel Czyz; Frederic Grabowski; Julia E. Vogt; Niko Beerenwinkel; Alexander Marx 001 (Trans. Mach. Learn. Res., 2025)