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Gurpreet Singh

8 papers hereh-index 219 citations11 works total

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

author position
  • first author6
  • middle author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.NE1
  • math.NA1
same name
  • Gurpreet Singh — 15 papers
  • Gurpreet Singh — 13 papers, h 10
  • Gurpreet Singh — 9 papers, h 2
  • Gurpreet Singh — 5 papers, h 15
  • Gurpreet Singh — 4 papers, h 2
  • Gurpreet Singh — 3 papers, 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 citedRange-Net: A High Precision Streaming SVD for Big Data Applications

5 citations · 9 across the 8 of their papers we have counts for

collaborators
Showing math.NAShow all

1 paper · 1 filter

math.NA2020★ 5 cited

Range-Net: A High Precision Streaming SVD for Big Data Applications

Gurpreet Singh, Soumyajit Gupta, Matthew Lease +1

In a Big Data setting computing the dominant SVD factors is restrictive due to the main memory requirements. Recently introduced streaming Randomized SVD schemes work under the res…

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