Concepedia

Ilya Chevyrev

IC

Statistics

Publications

8

Citations

532

H-Index

8

Active since

2016

Affiliations

University of Edinburgh(Current)

Imperial College London

University of Oxford

University of Wisconsin–Madison

Ilya Chevyrev is an author at University of Edinburgh specializing in mathematics, natural sciences, and physics.

ORCID

Publications per year

2016–2024

8

Publications

8

A Primer on the Signature Method in Machine Learning

Ilya Chevyrev, Andrey Kormilitzin · arXiv (Cornell University) · 2016 · 145 citations · Full text

, , +10

Renormalising SPDEs in regularity structures

Yvain Bruned, Ajay Chandra, Ilya Chevyrev et al. · Journal of the European Mathematical Society · 2020 · 130 citations · Full text

, , +12

Persistence Paths and Signature Features in Topological Data Analysis

Ilya Chevyrev, Vidit Nanda, Harald Oberhauser · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 72 citations · Full text

, , +17

Langevin dynamic for the 2D Yang–Mills measure

Ajay Chandra, Ilya Chevyrev, Martin Hairer et al. · Publications mathématiques de l IHÉS · 2022 · 54 citations · Full text

, , +16

A rough path perspective on renormalization

Yvain Bruned, Ilya Chevyrev, Peter K. Friz et al. · Journal of Functional Analysis · 2019 · 45 citations · Full text

, , +11

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