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Thijs Vogels

EPFL

10 papers hereh-index 101.3k citations14 works total

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

author position
  • first author6
  • middle author3

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.IR1
  • cs.NE1
affiliations
  • EPFL
Homepage
same name
  • Thijs Vogels — 5 papers, h 3

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
20182023
most citedPowerSGD: Practical Low-Rank Gradient Compression for Distributed Optimization

145 citations · 192 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 7 cited

RelaySum for Decentralized Deep Learning on Heterogeneous Data

Thijs Vogels, Lie He, Anastasia Koloskova +4

In decentralized machine learning, workers compute model updates on their local data. Because the workers only communicate with few neighbors without central coordination, these up…

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