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S. A. Jacobs

7 papers hereh-index 13823 citations30 works total

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

author position
  • first author2
  • middle author4
  • last author1

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

fields
  • cs.LG4
  • cs.DC3

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedZeRO++: Extremely Efficient Collective Communication for Giant Model Training

15 citations · 33 across the 7 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

2 papers · 2 filters

cs.LG2019★ 2 cited

Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications

Shusen Liu, Di Wang, Dan Maljovec +13

With the rapid adoption of machine learning techniques for large-scale applications in science and engineering comes the convergence of two grand challenges in visualization. First…

cs.LG2019★ 1 cited

Distinguishing between Normal and Cancer Cells Using Autoencoder Node Saliency

Ya Ju Fan, Jonathan E. Allen, Sam Ade Jacobs +1

Gene expression profiles have been widely used to characterize patterns of cellular responses to diseases. As data becomes available, scalable learning toolkits become essential to…

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