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researcher

P. Borgnat

27 papers hereh-index 334.2k citations158 works total

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

author position
  • middle author19
  • last author8

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • eess.SP4
  • cs.SI3
  • physics.soc-ph3
  • physics.data-an2
  • cs.DM1

identity via Semantic Scholar / OpenAlex

activity
20122023
most citedDeep Learning-based Extreme Heatwave Forecast

93 citations · 276 across the 25 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022

A Simple Way to Learn Metrics Between Attributed Graphs

Yacouba Kaloga, Pierre Borgnat, Amaury Habrard

The choice of good distances and similarity measures between objects is important for many machine learning methods. Therefore, many metric learning algorithms have been developed…

physics.ao-ph2022★ 8 cited

Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data

George Miloshevich, Bastien Cozian, Patrice Abry +2

Understanding extreme events and their probability is key for the study of climate change impacts, risk assessment, adaptation, and the protection of living beings. Forecasting the…

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