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Dimitris Papailiopoulos

University of Wisconsin-Madison

68 papers hereh-index 4010.2k citations104 works total

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

author position
  • sole author2
  • first author8
  • middle author33
  • last author24

Across the 67 of 68 papers where every author was matched, so the position is known.

fields
  • cs.LG34
  • cs.IT14
  • stat.ML11
  • cs.CL3
  • cs.DC3
  • cs.DS2
affiliations
  • University of Wisconsin-Madison
Homepage
same name
  • Dimitris Papailiopoulos — 18 papers, h 8
  • Dimitris Papailiopoulos — 1 paper

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
20102026
most citedSpeeding Up Distributed Machine Learning Using Codes

885 citations · 2.1k across the 60 of their papers we have counts for

collaborators
Showing 2011Show all

4 papers · 1 filter

cs.IT2011★ 5 cited

Simple Regenerating Codes: Network Coding for Cloud Storage

Dimitris S. Papailiopoulos, Jianqiang Luo, Alexandros G. Dimakis +2

Network codes designed specifically for distributed storage systems have the potential to provide dramatically higher storage efficiency for the same availability. One main challen…

cs.IT2011★ 8 cited

Distributed Storage Codes through Hadamard Designs

Dimitris S. Papailiopoulos, Alexandros G. Dimakis

In distributed storage systems that employ erasure coding, the issue of minimizing the total {\it repair bandwidth} required to exactly regenerate a storage node after a failure ar…

cs.IT2011

Sparse Principal Component of a Rank-deficient Matrix

Megasthenis Asteris, Dimitris S. Papailiopoulos, George N. Karystinos

We consider the problem of identifying the sparse principal component of a rank-deficient matrix. We introduce auxiliary spherical variables and prove that there exists a set of ca…

cs.IT2011

Repair Optimal Erasure Codes through Hadamard Designs

Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Viveck R. Cadambe

In distributed storage systems that employ erasure coding, the issue of minimizing the total {\it communication} required to exactly rebuild a storage node after a failure arises.…

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