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researcher

Ali Ramezani-Kebrya

14 papers hereh-index 6238 citations20 works total

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

author position
  • first author5
  • middle author5
  • last author4

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.CL3
same name
  • Ali Ramezani-Kebrya — 2 papers, h 7

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
20192026
most citedAdaptive Gradient Quantization for Data-Parallel SGD

29 citations · 53 across the 14 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 5 cited

NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization

Ali Ramezani-Kebrya, Fartash Faghri, Ilya Markov +3

As the size and complexity of models and datasets grow, so does the need for communication-efficient variants of stochastic gradient descent that can be deployed to perform paralle…

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