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researcher

Fabian Pedregosa

43 papers hereh-index 29132.6k citations78 works total

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

author position
  • sole author2
  • first author11
  • middle author21
  • last author7

Across the 41 of 43 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • math.OC17
  • stat.ML2
  • cs.CE1
  • cs.CV1
  • cs.MS1

identity via Semantic Scholar / OpenAlex

activity
20122024
most citedScikit-learn: Machine Learning in Python

63.6k citations · 104.5k across the 42 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

math.OC2017★ 16 cited

Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization

Fabian Pedregosa, Rémi Leblond, Simon Lacoste-Julien

Due to their simplicity and excellent performance, parallel asynchronous variants of stochastic gradient descent have become popular methods to solve a wide range of large-scale op…

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