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researcher

P. Geurts

23 papers hereh-index 4222.7k citations188 works total

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

author position
  • middle author11
  • last author11

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • stat.ML7
  • cs.NI2
  • cs.CV1
  • eess.IV1
  • q-bio.MN1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedDMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction

82 citations · 196 across the 22 of their papers we have counts for

collaborators
Showing cs.NIShow all

2 papers · 1 filter

cs.NI2012★ 1 cited

Ordinal Rating of Network Performance and Inference by Matrix Completion

Wei Du, Yongjun Liao, and Pierre Geurts +1

This paper addresses the large-scale acquisition of end-to-end network performance. We made two distinct contributions: ordinal rating of network performance and inference by matri…

cs.NI2012★ 82 cited

DMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction

Yongjun Liao, Wei Du, Pierre Geurts +1

The knowledge of end-to-end network distances is essential to many Internet applications. As active probing of all pairwise distances is infeasible in large-scale networks, a natur…

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