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researcher

I. Chevyrev

39 papers hereh-index 171.3k citations54 works total

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

author position
  • sole author6
  • first author24
  • middle author5
  • last author3

Across the 38 of 39 papers where every author was matched, so the position is known.

fields
  • math.PR23
  • math.DS4
  • math.AP3
  • math.RA3
  • stat.ML3
  • math.CA1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedRenormalising SPDEs in regularity structures

129 citations · 637 across the 37 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018★ 69 cited

Persistence paths and signature features in topological data analysis

Ilya Chevyrev, Vidit Nanda, Harald Oberhauser

We introduce a new feature map for barcodes that arise in persistent homology computation. The main idea is to first realize each barcode as a path in a convenient vector space, an…

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