Frédéric Vrins

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 6

Top Venues

Catholic University of Louvain, Louvain-la-Neuve, Belgium (PHD)

Education History

Catholic University of Louvain, Louvain-la-Neuve, Belgium

PHD

Publications

Nathan Lassance, Frédéric Vrins
Portfolio selection: A target-distribution approach. Eur. J. Oper. Res. 310 (1) (2023)
Reza Sameni, Frédéric Vrins, Fabienne Parmentier, Christophe Hérail, Vincent Vigneron, Michel Verleysen, Christian Jutten, Mohammad B. Shamsollahi
Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria. CoRR (2023)
Nathan Lassance, Victor DeMiguel, Frédéric Vrins
Optimal Portfolio Diversification via Independent Component Analysis. Oper. Res. 70 (1) (2022)
Nathan Lassance, Frédéric Vrins
Minimum Rényi entropy portfolios. Ann. Oper. Res. 299 (1) (2021)
Damiano Brigo, Frédéric Vrins
Disentangling wrong-way risk: pricing credit valuation adjustment via change of measures. Eur. J. Oper. Res. 269 (3) (2018)
Cheikh Mbaye, Gilles Pagès, Frédéric Vrins
An Antithetic Approach of Multilevel Richardson-Romberg Extrapolation Estimator for Multidimensional SDES. NAA (2016)
Marius Hofert, Frédéric Vrins
Sibuya copulas. J. Multivar. Anal. 114 (2013)
John Aldo Lee, Frédéric Vrins, Michel Verleysen
Blind source separation based on endpoint estimation with application to the MLSP 2006 data competition. Neurocomputing 72 (1-3) (2008)
Dinh-Tuan Pham, Frédéric Vrins, Michel Verleysen
On the Risk of Using RÉnyi's Entropy for Blind Source Separation. IEEE Trans. Signal Process. 56 (10-1) (2008)
Frédéric Vrins, John Aldo Lee, Michel Verleysen
A Minimum-Range Approach to Blind Extraction of Bounded Sources. IEEE Trans. Neural Networks 18 (3) (2007)
Frédéric Vrins, Dinh-Tuan Pham, Michel Verleysen
Is the General Form of Renyi's Entropy a Contrast for Source Separation? ICA (2007)
Frédéric Vrins, Dinh-Tuan Pham
Minimum range approach to blind partial simultaneous separation of bounded sources: Contrast and discriminacy properties. Neurocomputing 70 (7-9) (2007)
Frédéric Vrins, Dinh-Tuan Pham, Michel Verleysen
Mixing and Non-Mixing Local Minima of the Entropy Contrast for Blind Source Separation. IEEE Trans. Inf. Theory 53 (3) (2007)
Frédéric Vrins, Dinh-Tuan Pham, Michel Verleysen
Mixing and non-mixing local minima of the entropy contrast for blind source separation CoRR (2006)
Dinh-Tuan Pham, Frédéric Vrins
Discriminacy of the minimum range approach to blind separation of bounded sources. ESANN (2006)
Frédéric Vrins, Deniz Erdogmus, Christian Jutten, Michel Verleysen
Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS). ICA (2006)
Frédéric Vrins, Michel Verleysen
Minimum Support ICA Using Order Statistics. Part I: Quasi-range Based Support Estimation. ICA (2006)
Frédéric Vrins, Michel Verleysen
Minimum Support ICA Using Order Statistics. Part II: Performance Analysis. ICA (2006)
John Aldo Lee, Frédéric Vrins, Michel Verleysen
Non-orthogonal Support Width ICA. ESANN (2006)
Dinh-Tuan Pham, Frédéric Vrins
Local minima of information-theoretic criteria in blind source separation. IEEE Signal Process. Lett. 12 (11) (2005)
Frédéric Vrins, Michel Verleysen, Christian Jutten
SWM: a class of convex contrasts for source separation. ICASSP (5) (2005)
Frédéric Vrins, Michel Verleysen
On the entropy minimization of a linear mixture of variables for source separation. Signal Process. 85 (5) (2005)
John Aldo Lee, Frédéric Vrins, Michel Verleysen
A simple ICA algorithm for non-differentiable contrasts. EUSIPCO (2005)
Frédéric Vrins, John Aldo Lee, Michel Verleysen
Filtering-Free Blind Separation of Correlated Images. IWANN (2005)
Frédéric Vrins, Michel Verleysen
Information theoretic versus cumulant-based contrasts for multimodal source separation. IEEE Signal Process. Lett. 12 (3) (2005)
Dinh-Tuan Pham, Frédéric Vrins, Michel Verleysen
Spurious entropy minima for multimodal source separation. ISSPA (2005)
Frédéric Vrins, John Aldo Lee, Michel Verleysen
Can we always trust entropy minima in the ICA context? EUSIPCO (2005)
Cédric Archambeau, Frédéric Vrins, Michel Verleysen
Flexible and Robust Bayesian Classification by Finite Mixture Models. ESANN (2004)
Frédéric Vrins, Christian Jutten, Michel Verleysen
Sensor Array and Electrode Selection for Non-invasive Fetal Electrocardiogram Extraction by Independent Component Analysis. ICA (2004)
Frédéric Vrins, Cédric Archambeau, Michel Verleysen
Towards a Local Separation Performances Estimator Using Common ICA Contrast Functions? ESANN (2004)
Silvia Chiappa, Nicolas Donckers, Samy Bengio, Frédéric Vrins
HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems. ESANN (2004)
Frédéric Vrins, John Aldo Lee, Michel Verleysen, Vincent Vigneron, Christian Jutten
Improving independent component analysis performances by variable selection. NNSP (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frédéric Vrins