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researcher

Umut cSimcsekli

5 papers hereh-index 7234 citations11 works total

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

author position
  • first author1
  • middle author3
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.ML2
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedConvergence Rates of Stochastic Gradient Descent under Infinite Noise Variance

10 citations · 20 across the 3 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

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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