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researcher

Michal Derezinski

23 papers hereh-index 211.1k citations40 works total

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

author position
  • sole author1
  • first author13
  • middle author6
  • last author2

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • cs.DS4
  • math.NA3
  • cs.DC1
  • math.OC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedRandomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software

17 citations · 66 across the 12 of their papers we have counts for

collaborators
Showing cs.DCShow all

1 paper · 1 filter

cs.DC2021★ 4 cited

LocalNewton: Reducing Communication Bottleneck for Distributed Learning

Vipul Gupta, Avishek Ghosh, Michal Derezinski +3

To address the communication bottleneck problem in distributed optimization within a master-worker framework, we propose LocalNewton, a distributed second-order algorithm with loca…

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