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researcher

Martin Swany

4 papers hereh-index 556 citations10 works total

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

author position
  • last author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.DC3
  • cs.LG1
same name
  • Martin Swany — 2 papers, h 2
  • Martin Swany — 2 papers, h 3
  • Martin Swany — 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

most citedScaDLES: Scalable Deep Learning over Streaming data at the Edge

9 citations · 23 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 6 cited

GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training

Sahil Tyagi, Martin Swany

Distributed data-parallel (DDP) training improves overall application throughput as multiple devices train on a subset of data and aggregate updates to produce a globally shared mo…

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