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researcher

S. Bonnabel

48 papers hereh-index 386.1k citations135 works total

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

author position
  • sole author3
  • first author10
  • middle author18
  • last author17

Across the 48 of 48 papers where every author was matched, so the position is known.

fields
  • cs.RO16
  • math.OC13
  • eess.SY11
  • cs.CV2
  • cs.LG2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20062024
most citedStochastic gradient descent on Riemannian manifolds

359 citations · 1.4k across the 40 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023★ 1 cited

Variational Gaussian approximation of the Kushner optimal filter

Marc Lambert, Silvère Bonnabel, Francis Bach

In estimation theory, the Kushner equation provides the evolution of the probability density of the state of a dynamical system given continuous-time observations. Building upon ou…

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