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Simon Bernard

7 papers hereh-index 13972 citations22 works total

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

author position
  • first author1
  • middle author6

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

fields
  • cs.CV3
  • cs.LG3
  • stat.ML1
same name
  • Simon Bernard — 2 papers, h 2
  • Simon Bernard — 1 paper, 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
20182023
most citedRandom Forest Kernel for High-Dimension Low Sample Size Classification

15 citations · 32 across the 7 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 2 cited

Random Forest for Dissimilarity-based Multi-view Learning

Simon Bernard, Hongliu Cao, Robert Sabourin +1

Many classification problems are naturally multi-view in the sense their data are described through multiple heterogeneous descriptions. For such tasks, dissimilarity strategies ar…

cs.LG2020★ 3 cited

A Novel Random Forest Dissimilarity Measure for Multi-View Learning

Hongliu Cao, Simon Bernard, Robert Sabourin +1

Multi-view learning is a learning task in which data is described by several concurrent representations. Its main challenge is most often to exploit the complementarities between t…

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