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Nicolas Le Roux

33 papers hereh-index 338.8k citations78 works total

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

author position
  • sole author3
  • first author2
  • middle author15
  • last author12

Across the 32 of 33 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • math.OC6
  • cs.AI2
  • cs.CV2
  • cs.CL1
  • cs.CY1
same name
  • Nicolas Le Roux — 4 papers, h 6
  • Nicolas Le Roux — 1 paper
  • Nicolas Le Roux — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20112023
most citedA Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets

538 citations · 1.1k across the 31 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.AI2022★ 3 cited

Multi-Head Adapter Routing for Cross-Task Generalization

Lucas Caccia, Edoardo Ponti, Zhan Su +3

Parameter-efficient fine-tuning (PEFT) for cross-task generalization consists in pre-training adapters on a multi-task training set before few-shot adaptation to test tasks. Polytr…

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