I am a PhD student in the Probabilistic and Interactive Machine Learning Group at the University of Vienna, supervised by Prof. Sebastian Tschiatschek.
I work on deep learning and explainable AI for biology, building models that can uncover patterns in nature while making their decisions easier to understand.
PhD Student
Probabilistic and Interactive Machine Learning Group
University of Vienna
2026 · arXiv:2605.06404
A Fisher–Rao-based attribution method that defines references and interpolation in predictive distribution space, improving calibration-oriented explanation metrics across ImageNet models.
Research notes, tutorials and longer technical pieces.
If you would like to discuss research or collaboration, you can reach me at:
gabriele.martino [at] univie.ac.at