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researcher

Nicolas Keriven

15 papers hereh-index 6256 citations22 works total

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

author position
  • sole author3
  • first author1
  • middle author7
  • last author4

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML4
  • cs.CG1
  • cs.CV1
  • eess.IV1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedNot too little, not too much: a theoretical analysis of graph (over)smoothing

24 citations · 35 across the 14 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023★ 1 cited

Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs

Matthieu Cordonnier, Nicolas Keriven, Nicolas Tremblay +1

We study the convergence of message passing graph neural networks on random graph models to their continuous counterpart as the number of nodes tends to infinity. Until now, this c…

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