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researcher

Deniz Gunduz

7 papers hereh-index 6149 citations7 works total

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

author position
  • last author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.IT2
same name
  • Deniz Gunduz — 10 papers, h 12
  • Deniz Gunduz — 6 papers, h 5
  • Deniz Gunduz — 6 papers, h 5
  • Deniz Gunduz — 5 papers, h 2
  • Deniz Gunduz — 4 papers, h 3
  • Deniz Gunduz — 3 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
20202024
most citedDopamine: Differentially Private Federated Learning on Medical Data

43 citations · 69 across the 7 of their papers we have counts for

collaborators
Showing cs.ITShow all

2 papers · 1 filter

cs.IT2021

Speeding Up Private Distributed Matrix Multiplication via Bivariate Polynomial Codes

Burak Hasircioglu, Jesus Gomez-Vilardebo, Deniz Gunduz

We consider the problem of private distributed matrix multiplication under limited resources. Coded computation has been shown to be an effective solution in distributed matrix mul…

cs.IT2020★ 17 cited

Bivariate Polynomial Coding for Efficient Distributed Matrix Multiplication

Burak Hasircioglu, Jesus Gomez-Vilardebo, Deniz Gunduz

Coded computing is an effective technique to mitigate "stragglers" in large-scale and distributed matrix multiplication. In particular, univariate polynomial codes have been shown…

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