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researcher

I. Chevyrev

11 papers hereh-index 171.3k citations52 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author10
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • math.PR7
  • math.AP1
  • math.DS1
  • math.RA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedInvariant measure and universality of the 2D Yang-Mills Langevin dynamic

3 citations · 3 across the 1 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025

A Primer on the Signature Method in Machine Learning

Ilya Chevyrev, Andrey Kormilitzin

We provide an introduction to the signature method, focusing on its theoretical properties and machine learning applications. Our presentation is divided into two parts. In the fir…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.