Manuel Lecha

@misc{lecha2026igm,
  author        = {Lecha, Manuel and Bronstein, Michael and Jones, Iolo},
  title         = {Intrinsic Geometry Matching: Learning Observation-Equivariant Process Geometry},
  year          = {2026},
  eprint        = {2610.16995},
  archiveprefix = {arXiv},
  howpublished  = {arXiv preprint arXiv:2610.16995},
  primaryclass  = {cs.LG}
}

@inproceedings{lecha2026ssn,
  author        = {Lecha, Manuel and Cavallo, Andrea and Dominici, Francesca and Levi, Ran and Del Bue, Alessio and Isufi, Elvin and Morerio, Pietro and Battiloro, Claudio},
  title         = {Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding},
  booktitle     = {International Conference on Learning Representations (ICLR)},
  pages         = {81644--81690},
  year          = {2026},
  url           = {https://openreview.net/forum?id=YR3CNvFfCr},
  eprint        = {2505.17939},
  archiveprefix = {arXiv}
}

@inproceedings{lecha2025dirsnn,
  author        = {Lecha, Manuel and Cavallo, Andrea and Dominici, Francesca and Isufi, Elvin and Battiloro, Claudio},
  title         = {Higher-Order Topological Directionality and Directed Simplicial Neural Networks},
  booktitle     = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages         = {1--5},
  year          = {2025},
  publisher     = {IEEE},
  doi           = {10.1109/ICASSP49660.2025.10890264},
  url           = {https://ieeexplore.ieee.org/document/10890264},
  eprint        = {2409.08389},
  archiveprefix = {arXiv}
}