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Dmytro Perekrestenko

1 paper hereh-index 6591 citations8 works total

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author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedFaster Coordinate Descent via Adaptive Importance Sampling

13 citations · 13 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2017★ 13 cited

Faster Coordinate Descent via Adaptive Importance Sampling

Dmytro Perekrestenko, Volkan Cevher, Martin Jaggi

Coordinate descent methods employ random partial updates of decision variables in order to solve huge-scale convex optimization problems. In this work, we introduce new adaptive ru…

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