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researcher

Julien Launay

17 papers hereh-index 135.5k citations28 works total

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

author position
  • first author5
  • middle author9
  • last author2

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.CL6
  • cs.LG4
  • stat.ML3
  • cs.CV2
  • cs.AR1
  • cs.ET1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedThe RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only

157 citations · 350 across the 11 of their papers we have counts for

collaborators
Showing 2019 · stat.MLShow all

1 paper · 2 filters

stat.ML2019★ 26 cited

Principled Training of Neural Networks with Direct Feedback Alignment

Julien Launay, Iacopo Poli, Florent Krzakala

The backpropagation algorithm has long been the canonical training method for neural networks. Modern paradigms are implicitly optimized for it, and numerous guidelines exist to en…

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