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researcher

Aapo Kyrola

7 papers hereh-index 149.5k citations18 works total

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

author position
  • first author1
  • middle author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.DB2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20102017
most citedAccurate, Large Minibatch SGD: Training ImageNet in 1 Hour

2.5k citations · 3.6k across the 7 of their papers we have counts for

collaborators
Showing 2010Show all

1 paper · 1 filter

cs.LG2010★ 257 cited

GraphLab: A New Framework for Parallel Machine Learning

Yucheng Low, Joseph Gonzalez, Aapo Kyrola +3

Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuff…

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