Frédéric Vrins
Frédéric Vrins
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Sensor array and electrode selection for non-invasive fetal electrocardiogram extraction by independent component analysis
F Vrins, C Jutten, M Verleysen
International Conference on Independent Component Analysis and Signal …, 2004
Improving independent component analysis performances by variable selection
F Vrins, JA Lee, M Verleysen, V Vigneron, C Jutten
2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat …, 2003
Local minima of information-theoretic criteria in blind source separation
DT Pham, F Vrins
IEEE Signal Processing Letters 12 (11), 788-791, 2005
On the entropy minimization of a linear mixture of variables for source separation
F Vrins, M Verleysen
Signal processing 85 (5), 1029-1044, 2005
SWM: A class of convex contrasts for source separation
F Vrins, M Verleysen, C Jutten
Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005
A minimum-range approach to blind extraction of bounded sources
F Vrins, JA Lee, M Verleysen
IEEE transactions on neural networks 18 (3), 809-822, 2007
Abdominal electrodes analysis by statistical processing for fetal electrocardiogram extraction
F Vrins, V Vigneron, C Jutten, M Verleysen
Proc. 2nd IASTED Int. Conf. on Biomedical Engineering (BioMed 2004 …, 2004
Flexible and Robust Bayesian Classification by Finite Mixture Models.
C Archambeau, F Vrins, M Verleysen
ESANN, 75-80, 2004
Mixing and non-mixing local minima of the entropy contrast for blind source separation
F Vrins, DT Pham, M Verleysen
IEEE Transactions on Information Theory 53 (3), 1030-1042, 2007
On the risk of using Rényi's entropy for blind source separation
DT Pham, F Vrins, M Verleysen
IEEE Transactions on Signal Processing 56 (10), 4611-4620, 2008
Information theoretic versus cumulant-based contrasts for multimodal source separation
F Vrins, M Verleysen
IEEE Signal Processing Letters 12 (3), 190-193, 2005
Minimum Rényi entropy portfolios
N Lassance, F Vrins
Annals of Operations Research 299 (1), 23-46, 2021
Forecasting recovery rates on non-performing loans with machine learning
A Bellotti, D Brigo, P Gambetti, F Vrins
International Journal of Forecasting 37 (1), 428-444, 2021
Electrode selection for noninvasive fetal electrocardiogram extraction using mutual information criteria
R Sameni, F Vrins, F Parmentier, C Herail, V Vigneron, M Verleysen, ...
AIP Conference Proceedings 872 (1), 97-104, 2006
Disentangling wrong-way risk: pricing credit valuation adjustment via change of measures
D Brigo, F Vrins
European Journal of Operational Research 269 (3), 1154-1164, 2018
Getting CVA up and running
F Vrins, J Gregory
Risk 24 (11), 76-79, 2011
Minimum range approach to blind partial simultaneous separation of bounded sources: Contrast and discriminacy properties
F Vrins, DT Pham
Neurocomputing 70 (7-9), 1207-1214, 2007
Optimal portfolio diversification via independent component analysis
N Lassance, V DeMiguel, F Vrins
Operations Research, 2021
Recovery rates: Uncertainty certainly matters
P Gambetti, G Gauthier, F Vrins
Journal of Banking & Finance 106, 371-383, 2019
Conic martingales from stochastic integrals
M Jeanblanc, F Vrins
Mathematical Finance 28 (2), 516-535, 2018
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