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Sebastian Ruder

Cohere

82 papers hereh-index 5731.6k citations109 works total

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

author position
  • sole author2
  • first author15
  • middle author48
  • last author13

Across the 78 of 82 papers where every author was matched, so the position is known.

fields
  • cs.CL74
  • cs.LG7
  • stat.ML1
affiliations
  • Cohere
Homepage
same name
  • Sebastian Ruder — 5 papers, h 3
  • Sebastian Ruder — 4 papers
  • Sebastian Ruder — 3 papers, h 4
  • Sebastian Ruder — 2 papers, h 4

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
20162024
most citedAn overview of gradient descent optimization algorithms

4.8k citations · 9.5k across the 67 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017

Latent Multi-task Architecture Learning

Sebastian Ruder, Joachim Bingel, Isabelle Augenstein +1

Multi-task learning (MTL) allows deep neural networks to learn from related tasks by sharing parameters with other networks. In practice, however, MTL involves searching an enormou…

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