1 code implementation • 12 Aug 2021 • Ilya Chevyrev, Andris Gerasimovics, Hendrik Weber
We apply these algorithms in several numerical experiments designed to learn solutions to PDEs with a given forcing and boundary data.
1 code implementation • 25 Oct 2018 • Ilya Chevyrev, Harald Oberhauser
This allows us to derive a metric of maximum mean discrepancy type for laws of stochastic processes and study the topology it induces on the space of laws of stochastic processes.
no code implementations • 1 Jun 2018 • Ilya Chevyrev, Vidit Nanda, Harald Oberhauser
We introduce a new feature map for barcodes that arise in persistent homology computation.
4 code implementations • 11 Mar 2016 • Ilya Chevyrev, Andrey Kormilitzin
We have chosen to focus in detail on the principle properties of the signature which we believe are fundamental to understanding its role in applications.