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Nicolas Berkouk
Post-doctoral researcher - EPFL's Topology and Neuroscience team
Research
Publications & Preprint related to Topology and Machine Learning
Persformer: A Transformer Architecture for Topological Machine Learning
, with Raphael Reinauer and Matteo Caorsi.
Publications & Preprint related to Applied Algebraic Topology
Level-sets Persistence and Sheaf Theory
, with Grégory Ginot and Steve Oudot. Submitted.
Ephemeral Persistence modules and Distance Comparisons
, with François Petit. Published in
Algebraic and Geometric Topology
.
Algebraic Homotopy Interleaving Distance
. Published in the Proceedings of the
International Conference on Geometric Science of Information 2021
A Derived Isometry for Constructible Sheaves on R
, with Grégory Ginot. Published in
Advances in Mathematics
.
Publications & Preprint related to Sociology
Are competitive entrance exams neutral? Competition and sponsorship in access to the École polytechnique
, with Pierre François. Published in Sociologie.