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researcher

P. Jabin

25 papers hereh-index 343.8k citations107 works total

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

author position
  • first author9
  • middle author12
  • last author3

Across the 24 of 25 papers where every author was matched, so the position is known.

fields
  • math.AP15
  • math.PR6
  • cond-mat.soft1
  • cond-mat.stat-mech1
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedA new approach to the mean-field limit of Vlasov-Fokker-Planck equations

17 citations · 31 across the 12 of their papers we have counts for

collaborators
Showing 2021 · math.NAShow all

1 paper · 2 filters

math.NA2021

A novel multi-scale loss function for classification problems in machine learning

Leonid Berlyand, Robert Creese, Pierre-Emmanuel Jabin

We introduce two-scale loss functions for use in various gradient descent algorithms applied to classification problems via deep neural networks. This new method is generic in the…

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