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Deepesh Data

10 papers hereh-index 171.9k citations34 works total

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

author position
  • first author5
  • middle author5

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

fields
  • stat.ML4
  • cs.IT2
  • cs.LG2
  • cs.CR1
  • cs.DC1
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identity via Semantic Scholar / OpenAlex

activity
20172021
most citedSPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization

13 citations · 27 across the 4 of their papers we have counts for

collaborators
Showing cs.CRShow all

1 paper · 1 filter

cs.CR2020

Successive Refinement of Privacy

Antonious M. Girgis, Deepesh Data, Kamalika Chaudhuri +2

This work examines a novel question: how much randomness is needed to achieve local differential privacy (LDP)? A motivating scenario is providing {\em multiple levels of privacy}…

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