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researcher

Igor Gitman

27 papers hereh-index 162.7k citations31 works total

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

author position
  • first author5
  • middle author10
  • last author9

Across the 24 of 27 papers where every author was matched, so the position is known.

fields
  • cs.CL10
  • cs.LG7
  • cs.AI6
  • cs.CV2
  • eess.AS2

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedLarge Batch Training of Convolutional Networks

507 citations · 672 across the 27 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 42 cited

Understanding the Role of Momentum in Stochastic Gradient Methods

Igor Gitman, Hunter Lang, Pengchuan Zhang +1

The use of momentum in stochastic gradient methods has become a widespread practice in machine learning. Different variants of momentum, including heavy-ball momentum, Nesterov's a…

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