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researcher

R. Roelofs

16 papers hereh-index 217.1k citations24 works total

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

author position
  • first author1
  • middle author12
  • last author3

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.CV5
  • eess.SY1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedThe Marginal Value of Adaptive Gradient Methods in Machine Learning

546 citations · 1.4k across the 15 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

cs.LG2016★ 16 cited

Large Scale Kernel Learning using Block Coordinate Descent

Stephen Tu, Rebecca Roelofs, Shivaram Venkataraman +1

We demonstrate that distributed block coordinate descent can quickly solve kernel regression and classification problems with millions of data points. Armed with this capability, w…

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