I am a postdoctoral researcher working with Lena Jäger  at the Digital Linguistics Lab, on the ProPoSaL project funded by a Sinergia grant by the SNSF. Currently, I'm mostly interested in researching and developing methods in topological data analysis, and in applying them to linguistic data and questions stemming from NLP.

I earned my PhD in mathematics from Boston College, where I was supervised by Joshua Greene. My research primarily focused on low-dimensional topology and knot theory.

• Fall' 24: Mathematical Foundations of Computational Linguistics 2
• Spring '24: Bayesian Statistics and Applications
• Spring '23: Linear Algebra for Machine Learning

• Flagifying the Dowker Complex, preprint.
  Marius Huber and Patrick Schnider
  [arXiv preprint |code |bib ]
• AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm, TMLR
  Marius Huber, Sara Kališnik, and Patrick Schnider
  [pdf |code |bib ]
• Ribbon cobordisms as a partial order, Mathematical Research Letters, Vol.30, No. 5, 2023.
  Marius Huber
  [http |bib ]
• Ribbon cobordisms between lens spaces, Pacific Journal of Mathematics, Vol. 315, No. 1, 2021.
  Marius Huber
  [http |bib ]

• DowkerRipsComplex. Implementation of the Dowker-Rips complex introduced in Flagifying the Dowker Complex.
  [GitHub | PyPi  ]
• DowkerComplex. An implementation of the Dowker complex.
  [GitHub | PyPi  ]
• AuToMATo. Implementation of the clustering algorithm introduced in AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm.
  [GitHub | PyPi  ]
• SoaPy. A Python package for low-dimensional topologists that computes certain Heegaard Floer theoretic and classical invariants of Seifert fibered rational homology spheres.
  [GitHub ]