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researcher

Muhammad Asad

1 paper hereh-index 9444 citations22 works total

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

author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • Muhammad Asad — 1 paper
  • Muhammad Asad — 1 paper
  • Muhammad Asad — 1 paper
  • Muhammad Asad — 1 paper

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 citedFederated Learning Versus Classical Machine Learning: A Convergence Comparison

3 citations · 3 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2021★ 3 cited

Federated Learning Versus Classical Machine Learning: A Convergence Comparison

Muhammad Asad, Ahmed Moustafa, Takayuki Ito

In the past few decades, machine learning has revolutionized data processing for large scale applications. Simultaneously, increasing privacy threats in trending applications led t…

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