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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.DCShow all

1 paper · 1 filter

cs.DC2019

Data Encoding for Byzantine-Resilient Distributed Optimization

Deepesh Data, Linqi Song, Suhas Diggavi

We study distributed optimization in the presence of Byzantine adversaries, where both data and computation are distributed among m worker machines, t of which may be corrupt.…

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