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researcher

S. Bonnabel

22 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
  • first author1
  • middle author9
  • last author12

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

fields
  • cs.RO11
  • eess.SY3
  • math.OC3
  • cs.CV1
  • cs.DS1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20082024
most citedThe Geometry of Navigation Problems

48 citations · 76 across the 12 of their papers we have counts for

collaborators
Showing 2012Show all

2 papers · 1 filter

cs.CV2012★ 4 cited

An anisotropy preserving metric for DTI processing

Anne Collard, Silvère Bonnabel, Christophe Phillips +1

Statistical analysis of Diffusion Tensor Imaging (DTI) data requires a computational framework that is both numerically tractable (to account for the high dimensional nature of the…

cs.LG2012★ 4 cited

Fixed-rank matrix factorizations and Riemannian low-rank optimization

B. Mishra, G. Meyer, S. Bonnabel +1

Motivated by the problem of learning a linear regression model whose parameter is a large fixed-rank non-symmetric matrix, we consider the optimization of a smooth cost function de…

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