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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 2008Show all

4 papers · 1 filter

math.OC2008

A simple intrinsic reduced-observer for geodesic flow

Silvere Bonnabel

Aghannan and Rouchon proposed a new design method of asymptotic observers for a class of nonlinear mechanical systems: Lagrangian systems with configuration (position) measurements…

math.OC2008★ 1 cited

Symmetry-preserving observers for some water tank problems: theory and application to a shallow water model

Didier Auroux, S. Bonnabel

In this paper we consider a tank containing fluid and we want to estimate the horizontal currents when the fluid surface height is measured. The fluid motion is described by shallo…

math.OC2008

Coordinated motion design on Lie groups

Alain Sarlette, Silvère Bonnabel, Rodolphe Sepulchre

The present paper proposes a unified geometric framework for coordinated motion on Lie groups. It first gives a general problem formulation and analyzes ensuing conditions for coor…

math.OC2008★ 1 cited

Riemannian Metric and Geometric Mean for Positive Semidefinite Matrices of Fixed Rank

Silvere Bonnabel, Rodolphe Sepulchre

This paper introduces a new metric and mean on the set of positive semidefinite matrices of fixed-rank. The proposed metric is derived from a well-chosen Riemannian quotient geomet…

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