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Fabien Lauer
Fabien Lauer
Ass. Prof. of Computer Science, LORIA, Synalp, University of Lorraine, France
Verified email at loria.fr - Homepage
Title
Cited by
Cited by
Year
A trainable feature extractor for handwritten digit recognition
F Lauer, CY Suen, G Bloch
Pattern Recognition 40 (6), 1816-1824, 2007
4082007
Incorporating prior knowledge in support vector machines for classification: A review
F Lauer, G Bloch
Neurocomputing 71 (7-9), 1578-1594, 2008
2162008
Spectral clustering of linear subspaces for motion segmentation
F Lauer, C Schnörr
Computer Vision, 2009 IEEE 12th International Conference on, 678-685, 2009
1852009
Incorporating prior knowledge in support vector regression
F Lauer, G Bloch
Machine Learning 70, 89-118, 2008
1192008
MSVMpack: a multi-class support vector machine package
F Lauer, Y Guermeur
Journal of Machine Learning Research 12, 2269-2272, 2011
1172011
A continuous optimization framework for hybrid system identification
F Lauer, G Bloch, R Vidal
Automatica 47 (3), 608-613, 2011
1082011
Hybrid System Identification: Theory and Algorithms for Learning Switching Models
F Lauer, G Bloch
Springer, 2019
94*2019
Switched and piecewise nonlinear hybrid system identification
F Lauer, G Bloch
International Workshop on Hybrid Systems: Computation and Control, 330-343, 2008
692008
Support vector regression from simulation data and few experimental samples
G Bloch, F Lauer, G Colin, Y Chamaillard
Information Sciences 178 (20), 3813-3827, 2008
652008
On the complexity of piecewise affine system identification
F Lauer
Automatica 62, 148-153, 2015
592015
Estimating the probability of success of a simple algorithm for switched linear regression
F Lauer
Nonlinear Analysis: Hybrid Systems 8, 31-47, 2013
442013
Reduced-size kernel models for nonlinear hybrid system identification
VL Le, G Bloch, F Lauer
Neural Networks, IEEE Transactions on 22 (12), 2398-2405, 2011
40*2011
A difference of convex functions algorithm for switched linear regression
TP Dinh, HM Le, HA Le Thi, F Lauer
IEEE Transactions on Automatic Control 59 (8), 2277-2282, 2014
362014
On the complexity of switching linear regression
F Lauer
Automatica 74, 80-83, 2016
352016
Nonlinear hybrid system identification with kernel models
F Lauer, G Bloch, R Vidal
49th IEEE Conference on Decision and Control (CDC), 696-701, 2010
272010
An interpretable hand-crafted feature-based model for atrial fibrillation detection
R Rouhi, M Clausel, J Oster, F Lauer
Frontiers in Physiology 12, 657304, 2021
242021
Learning Nonlinear Hybrid Systems: from Sparse Optimization to Support Vector Regression
VL Le, F Lauer, L Bako, G Bloch
Proceedings of the 16th ACM International Conference on Hybrid Systems …, 2013
242013
From support vector machines to hybrid system identification
F Lauer
Université Henri Poincaré-Nancy I, 2008
24*2008
A product-of-errors framework for linear hybrid system identification
F Lauer, R Vidal, G Bloch
System Identification 15 (1), 563-568, 2009
212009
Identification of MIMO switched state-space models
L Bako, VL Le, F Lauer, G Bloch
American Control Conference, ACC 2013, 2013
202013
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