Publications

Papers

Journal

• Shrec 2025: Protein Surface Shape Retrieval Including Electrostatic Potentials (2025) DOI
  […] Guerra M., Fugacci U., Biasotti S., […]
  Computers and Graphics, 132

• Parallel computation of interval bases for persistence module decomposition (2025) arXiv DOI
  De Gregorio A., Guerra M., Scaramuccia S., Vaccarino F.
  Appl. Algebra Eng. Commun. Comput.

• Scale-free image keypoints using differentiable persistent homology. (2024) arXiv DOI
  Barbarani G., Vaccarino F., Trivigno G., Guerra M., Berton G., Masone C.
  ICML 2024
• Homological scaffold via minimal homology bases (2021) arXiv DOI
  Guerra M., De Gregorio A., Fugacci U., Petri G., Vaccarino F.
  SciRep

Proceedings, abstracts, etc

• Retrieving biparameter persistence modules from monoparameter ones: a characterization of hook-decomposable persistence modules (2025) arXiv
  Mastroianni I., Guerra M., Fugacci U., De Negri E.

• A topology-based algorithm for the isomorphism check of 2-level Orthogonal Arrays (2024) arXiv DOI
  Fontana R., Guerra M.
  SIS 2024

• An improved TDA-based algorithm for the isomorphism problem of orthogonal arrays (2025)
  Fontana R., Guerra M.
  IES 2025 Statistical Methods for Evaluation and Quality

• A differentiable topological notion of local maxima for keypoint detection (2024) URL
  Barbarani G., Vaccarino F., Trivigno G., Guerra M., Berton G., Masone C.
  ICML 2024 Workshop on Differentiable Almost Everything: Differentiable Relaxations,
  Algorithms, Operators, and Simulators. Vienna