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researcher

G. Ginolhac

18 papers hereh-index 181.1k citations122 works total

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

author position
  • middle author11
  • last author7

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • stat.AP5
  • math.ST3
  • cs.LG1
  • math.DG1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedRandom Matrix Improved Covariance Estimation for a Large Class of Metrics

4 citations · 10 across the 15 of their papers we have counts for

collaborators
Showing 2023 · stat.APShow all

3 papers · 2 filters

stat.AP2023

Online Change Detection in SAR Time-Series with Kronecker Product Structured Scaled Gaussian Models

Ammar Mian, Guillaume Ginolhac, Florent Bouchard +1

We develop the information geometry of scaled Gaussian distributions for which the covariance matrix exhibits a Kronecker product structure. This model and its geometry are then us…

stat.AP2023

Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA

Hugo Brehier, Arnaud Breloy, Chengfang Ren +1

The detection of multiple targets in an enclosed scene, from its outside, is a challenging topic of research addressed by Through-the-Wall Radar Imaging (TWRI). Traditionally, TWRI…

stat.AP2023

Robust Detection for Mills Cross Sonar

Olivier Lerda, Ammar Mian, Guillaume Ginolhac +2

Multi-array systems are widely used in sonar and radar applications. They can improve communication speeds, target discrimination, and imaging. In the case of a multibeam sonar sys…

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