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researcher

Sébastien Colla

8 papers hereh-index 454 citations10 works total

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

author position
  • first author5
  • middle author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.OC7
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedAutomated Worst-Case Performance Analysis of Decentralized Gradient Descent

7 citations · 24 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

math.OC2021★ 7 cited

Automated Worst-Case Performance Analysis of Decentralized Gradient Descent

Sebastien Colla, Julien M. Hendrickx

We develop a methodology to automatically compute worst-case performance bounds for a class of decentralized algorithms that optimize the average of local functions distributed acr…

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