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N. Ponomareva

14 papers hereh-index 83.4k citations21 works total

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

author position
  • first author1
  • middle author11
  • last author1

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CV2
  • cs.CL1
  • cs.CR1
  • cs.SE1
  • stat.ML1
same name
  • N. Ponomareva — 14 papers, h 17

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 citedScaling Laws for Downstream Task Performance of Large Language Models

3 citations · 7 across the 12 of their papers we have counts for

collaborators
Showing cs.CRShow all

1 paper · 1 filter

cs.CR2025★ 1 cited

How to DP-fy Your Data: A Practical Guide to Generating Synthetic Data With Differential Privacy

Natalia Ponomareva, Zheng Xu, H. Brendan McMahan +12

High quality data is needed to unlock the full potential of AI for end users. However finding new sources of such data is getting harder: most publicly-available human generated da…

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