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researcher

Krishna Pillutla

9 papers hereh-index 6190 citations10 works total

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

author position
  • first author1
  • middle author7
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CR2
  • cs.AI1
  • cs.CL1
  • cs.DS1
same name
  • Krishna Pillutla — 16 papers, h 13

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
20232026
most citedFine-Tuning Large Language Models with User-Level Differential Privacy

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

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024★ 4 cited

Fine-Tuning Large Language Models with User-Level Differential Privacy

Zachary Charles, Arun Ganesh, Ryan McKenna +4

We investigate practical and scalable algorithms for training large language models (LLMs) with user-level differential privacy (DP) in order to provably safeguard all the examples…

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