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F. Bavaud

5 papers hereh-index 12587 citations56 works total

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

author position
  • sole author3
  • first author1

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.IT1
  • cs.SI1
  • stat.AP1
same name
  • F. Bavaud — 3 papers, h 1

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
20082012
most citedEuclidean Distances, soft and spectral Clustering on Weighted Graphs

77 citations · 81 across the 5 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2010★ 77 cited

Euclidean Distances, soft and spectral Clustering on Weighted Graphs

François Bavaud

We define a class of Euclidean distances on weighted graphs, enabling to perform thermodynamic soft graph clustering. The class can be constructed form the "raw coordinates" encoun…

stat.ML2010★ 1 cited

On the Schoenberg Transformations in Data Analysis: Theory and Illustrations

François Bavaud

The class of Schoenberg transformations, embedding Euclidean distances into higher dimensional Euclidean spaces, is presented, and derived from theorems on positive definite and co…

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