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researcher

Murat A. Erdogdu

46 papers hereh-index 313k citations85 works total

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

author position
  • first author6
  • middle author13
  • last author27

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

fields
  • stat.ML25
  • math.ST12
  • cs.LG7
  • math.OC2
same name
  • Murat A. Erdogdu — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedOn the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness

20 citations · 113 across the 37 of their papers we have counts for

collaborators
Showing 2021 · math.OCShow all

1 paper · 2 filters

math.OC2021★ 10 cited

Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance

Hongjian Wang, Mert Gürbüzbalaban, Lingjiong Zhu +2

Recent studies have provided both empirical and theoretical evidence illustrating that heavy tails can emerge in stochastic gradient descent (SGD) in various scenarios. Such heavy…

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