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researcher

M. Gürbüzbalaban

47 papers hereh-index 222k citations71 works total

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

author position
  • sole author1
  • first author13
  • middle author23
  • last author9

Across the 46 of 47 papers where every author was matched, so the position is known.

fields
  • math.OC26
  • stat.ML14
  • cs.LG5
  • cs.DC2

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedWhy Random Reshuffling Beats Stochastic Gradient Descent

106 citations · 499 across the 45 of their papers we have counts for

collaborators
Showing 2014Show all

1 paper · 1 filter

math.OC2014★ 38 cited

A globally convergent incremental Newton method

Mert Gürbüzbalaban, Asuman Ozdaglar, Pablo Parrilo

Motivated by machine learning problems over large data sets and distributed optimization over networks, we develop and analyze a new method called incremental Newton method for min…

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