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F. Ruan

28 papers hereh-index 221.7k citations64 works total

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

author position
  • sole author1
  • first author2
  • middle author13
  • last author12

Across the 28 of 28 papers where every author was matched, so the position is known.

fields
  • math.ST12
  • stat.ML7
  • cs.LG3
  • math.OC3
  • stat.ME2
  • stat.AP1
same name
  • F. Ruan — 4 papers, h 8

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
20142026
most citedThe generalization error of max-margin linear classifiers: Benign overfitting and high dimensional asymptotics in the overparametrized regime

88 citations · 333 across the 26 of their papers we have counts for

collaborators
Showing 2024 · math.STShow all

1 paper · 2 filters

math.ST2024★ 17 cited

A Statistical Framework of Watermarks for Large Language Models: Pivot, Detection Efficiency and Optimal Rules

Xiang Li, Feng Ruan, Huiyuan Wang +2

Since ChatGPT was introduced in November 2022, embedding (nearly) unnoticeable statistical signals into text generated by large language models (LLMs), also known as watermarking,…

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