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researcher

Ilyas Fatkhullin

8 papers hereh-index 490 citations8 works total

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

author position
  • first author2
  • middle author4
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.OC5
  • cs.LG3
same name
  • Ilyas Fatkhullin — 12 papers, h 11

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
20242026
most citedFrom Gradient Clipping to Normalization for Heavy Tailed SGD

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

math.OC2024★ 2 cited

From Gradient Clipping to Normalization for Heavy Tailed SGD

Florian Hübler, Ilyas Fatkhullin, Niao He

Recent empirical evidence indicates that many machine learning applications involve heavy-tailed gradient noise, which challenges the standard assumptions of bounded variance in st…

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