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Nicolas Berkouk

9 papers hereh-index 6149 citations15 works total

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

author position
  • sole author2
  • first author5
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.AT7
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedEphemeral persistence modules and distance comparison

25 citations · 43 across the 9 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

math.AT2019

Level-sets persistence and sheaf theory

Nicolas Berkouk, Grégory Ginot, Steve Oudot

In this paper we provide an explicit connection between level-sets persistence and derived sheaf theory over the real line. In particular we construct a functor from 2-parameter pe…

math.AT2019★ 25 cited

Ephemeral persistence modules and distance comparison

Nicolas Berkouk, Francois Petit

We provide a definition of ephemeral multi-persistent modules and prove that the quotient of persistent modules by the ephemeral ones is equivalent to the category of γ-sheaves.…

math.AT2019★ 2 cited

Stable resolutions of multi-parameter persistence modules

Nicolas Berkouk

The theory of persistence, which arises from topological data analysis, has been intensively studied in the one-parameter case both theoretically and in its applications. However,…

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