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researcher

Mert Pilanci

91 papers hereh-index 262.8k citations185 works total

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

author position
  • sole author2
  • first author2
  • middle author26
  • last author59

Across the 89 of 91 papers where every author was matched, so the position is known.

fields
  • cs.LG43
  • math.OC14
  • cs.IT10
  • cs.DC4
  • cs.CL3
  • cs.CV3

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedNewton Sketch: A Linear-time Optimization Algorithm with Linear-Quadratic Convergence

38 citations · 84 across the 56 of their papers we have counts for

collaborators
Showing math.NAShow all

1 paper · 1 filter

math.NA2019

Faster Least Squares Optimization

Jonathan Lacotte, Mert Pilanci

We investigate iterative methods with randomized preconditioners for solving overdetermined least-squares problems, where the preconditioners are based on a random embedding of the…

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