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System identification of biophysical neuronal models

Dec 14, 2020
Thiago B. Burghi, Maarten Schoukens, Rodolphe Sepulchre

* Slightly extended pre-print of the paper to be presented at the 59th Conference on Decision and Control, held remotely between December 14-18, 2020 

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Inductive Geometric Matrix Midranges

Jun 02, 2020
Graham W. Van Goffrier, Cyrus Mostajeran, Rodolphe Sepulchre

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Scaled stochastic gradient descent for low-rank matrix completion

Oct 05, 2016
Bamdev Mishra, Rodolphe Sepulchre

* Accepted to IEEE CDC 2016 

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On the Projective Geometry of Kalman Filter

Oct 07, 2015
Francesca Paola Carli, Rodolphe Sepulchre

* Proc. of the 54th IEEE Conference on Decision and Control (CDC 2015) 
* 6 pages 

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Sparse plus low-rank autoregressive identification in neuroimaging time series

Mar 30, 2015
Raphaël Liégeois, Bamdev Mishra, Mattia Zorzi, Rodolphe Sepulchre

* 6 pages paper submitted to CDC 2015 

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Manopt, a Matlab toolbox for optimization on manifolds

Aug 23, 2013
Nicolas Boumal, Bamdev Mishra, P. -A. Absil, Rodolphe Sepulchre

* The Journal of Machine Learning Research, 15(1), 1455-1459 (2014) 

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An anisotropy preserving metric for DTI processing

Oct 10, 2012
Anne Collard, Silvère Bonnabel, Christophe Phillips, Rodolphe Sepulchre

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Regression on fixed-rank positive semidefinite matrices: a Riemannian approach

Jan 31, 2011
Gilles Meyer, Silvere Bonnabel, Rodolphe Sepulchre

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