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Fabien Lauer

universite de lorraine

17H-index
84Paper Count
1.5KCitation Count
Published Papers 18
Publication Date
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Margin-Based Scenario Approach to Robust Optimization in High Dimension
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2024-10-01
err0
errOAAI
errLauer, Fabien
errShare
errSave
A statistical learning perspective on switched linear system identification
errAUTOMATICA
IF5.9
err2022-11-01
err7
errOAAI
errMassucci, Louis; Lauer, Fabien; Gilson, Marion
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errSave
An Interpretable Hand-Crafted Feature-Based Model for Atrial Fibrillation Detection
errFRONTIERS IN PHYSIOLOGY
IF3.4
err2021-05-13
err22
errOAAI
errRouhi, Rahimeh; Clausel, Marianne; Oster, Julien; Lauer, Fabien
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Error Bounds for Piecewise Smooth and Switching Regression
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-04-01
err2
errOAAI
errLauer, Fabien
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errSave
Rademacher complexity and generalization performance of multi-category margin classifiers
errNEUROCOMPUTING
IF6.5
err2019-05-01
err6
errOAAI
errMusayeva, Khadija; Lauer, Fabien; Guermeur, Yann
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On the exact minimization of saturated loss functions for robust regression and subspace estimation
errPATTERN RECOGNITION LETTERS
IF3.3
err2018-09-01
err1
errOAAI
errLauer, Fabien
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errSave
Global optimization for low-dimensional switching linear regression and bounded-error estimation
errAUTOMATICA
IF5.9
err2018-03-01
err6
errOAAI
errLauer, Fabien
errShare
errSave
MLweb: A toolkit for machine learning on the web
errNEUROCOMPUTING
IF6.5
err2018-03-01
err9
errOAAI
errLauer, Fabien
errShare
errSave
On the complexity of switching linear regression
errAUTOMATICA
IF5.9
err2016-12-01
err25
errOAAI
errLauer, Fabien
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errSave
On the complexity of piecewise affine system identification
errAUTOMATICA
IF5.9
err2015-12-01
err44
errOAAI
errLauer, Fabien
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Selective l1 Minimization for Sparse Recovery
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2014-11-01
err10
errOAAI
errVan Luong Le; Lauer, Fabien; Bloch, Gerard
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errSave
A Difference of Convex Functions Algorithm for Switched Linear Regression
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2014-08-01
err23
errOAAI
errTao Pham Dinh; Hoai Minh Le; Hoai An Le Thi; Lauer, Fabien
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Estimating the probability of success of a simple algorithm for switched linear regression
errNONLINEAR ANALYSIS-HYBRID SYSTEMS
IF4.1
err2013-05-01
err32
errOAAI
errLauer, Fabien
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errSave
A continuous optimization framework for hybrid system identification
errAUTOMATICA
IF5.9
err2011-03-01
err69
errOAAI
errLauer, Fabien; Bloch, Gerard; Vidal, Rene
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errSave
Incorporating prior knowledge in support vector machines for classification: A review
errNEUROCOMPUTING
IF6.5
err2008-03-01
err120
errOAAI
errLauer, Fabien; Bloch, Gerard
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errSave
Incorporating prior knowledge in support vector regression
errMACHINE LEARNING
IF2.9
err2007-11-17
err69
errOAAI
errLauer, Fabien; Bloch, Gerard
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errSave
A trainable feature extractor for handwritten digit recognition
errPATTERN RECOGNITION
IF7.6
err2007-06-01
err195
errOAAI
errLauer, Fabien; Suen, Ching Y.; Bloch, Gerard
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errSave
Ho-Kashyap classifier with early stopping for regularization
errPATTERN RECOGNITION LETTERS
IF3.3
err2006-07-01
err10
errOAAI
errLauer, Fabien; Bloch, Gerard
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
R
Renè Vidal
H-index: 74 · Papers: 443
C
Ching Y. Suen
H-index: 63 · Papers: 651
H
Hoai An Le Thi
H-index: 34 · Papers: 368
J
Julien Oster
H-index: 27 · Papers: 144
M
Marion Gilson
H-index: 24 · Papers: 172
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