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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 cs.NEShow all

1 paper · 1 filter

cs.NE2023

LASER: Linear Compression in Wireless Distributed Optimization

Ashok Vardhan Makkuva, Marco Bondaschi, Thijs Vogels +3

Data-parallel SGD is the de facto algorithm for distributed optimization, especially for large scale machine learning. Despite its merits, communication bottleneck is one of its pe…

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