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researcher

D. Merkulov

11 papers hereh-index 439 citations13 works total

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

author position
  • first author4
  • middle author5
  • last author1

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • math.OC4
  • cs.DC1
  • cs.MA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedEmpirical study of extreme overfitting points of neural networks

8 citations · 13 across the 9 of their papers we have counts for

collaborators
Showing 2022 · math.OCShow all

1 paper · 2 filters

math.OC2022★ 1 cited

NAG-GS: A Semi-Implicit Stochastic Optimizer with Large-Step Stability

Valentin Leplat, Daniil Merkulov, Aleksandr Katrutsa +3

Stochastic first-order methods are widely used for large-scale optimization and machine learning, where their performance often depends on the learning rate. We study NAG-GS, a sto…

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