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researcher

Karthik Nandakumar

11 papers hereh-index 222.2k citations106 works total

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

author position
  • middle author5
  • last author6

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

fields
  • cs.CR4
  • cs.CV4
  • cs.CL2
  • cs.MM1
same name
  • Karthik Nandakumar — 26 papers, h 10
  • Karthik Nandakumar — 19 papers, h 6
  • Karthik Nandakumar — 4 papers, h 3

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
20202023
most citedHow to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning

31 citations · 44 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.CR2020★ 31 cited

How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning

Lingjuan Lyu, Yitong Li, Karthik Nandakumar +2

This paper firstly considers the research problem of fairness in collaborative deep learning, while ensuring privacy. A novel reputation system is proposed through digital tokens a…

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