Improving independent component analysis performances by variable selection. - Frédéric Vrins; John Aldo Lee; Michel Verleysen; Vincent Vigneron; Christian Jutten (NNSP, 2003)

Flexible and Robust Bayesian Classification by Finite Mixture Models. - Cédric Archambeau; Frédéric Vrins; Michel Verleysen (ESANN, 2004)

HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems. - Silvia Chiappa; Nicolas Donckers; Samy Bengio; Frédéric Vrins (ESANN, 2004)

Towards a Local Separation Performances Estimator Using Common ICA Contrast Functions? - Frédéric Vrins; Cédric Archambeau; Michel Verleysen (ESANN, 2004)

Sensor Array and Electrode Selection for Non-invasive Fetal Electrocardiogram Extraction by Independent Component Analysis. - Frédéric Vrins; Christian Jutten; Michel Verleysen (ICA, 2004)

A simple ICA algorithm for non-differentiable contrasts. - John Aldo Lee; Frédéric Vrins; Michel Verleysen (EUSIPCO, 2005)

Can we always trust entropy minima in the ICA context? - Frédéric Vrins; John Aldo Lee; Michel Verleysen (EUSIPCO, 2005)

SWM: a class of convex contrasts for source separation. - Frédéric Vrins; Michel Verleysen; Christian Jutten (ICASSP (5), 2005)

Spurious entropy minima for multimodal source separation. - Dinh-Tuan Pham; Frédéric Vrins; Michel Verleysen (ISSPA, 2005)

Filtering-Free Blind Separation of Correlated Images. - Frédéric Vrins; John Aldo Lee; Michel Verleysen (IWANN, 2005)

On the entropy minimization of a linear mixture of variables for source separation. - Frédéric Vrins; Michel Verleysen (Signal Process., 2005)

Local minima of information-theoretic criteria in blind source separation. - Dinh-Tuan Pham; Frédéric Vrins (IEEE Signal Process. Lett., 2005)

Information theoretic versus cumulant-based contrasts for multimodal source separation. - Frédéric Vrins; Michel Verleysen (IEEE Signal Process. Lett., 2005)

Non-orthogonal Support Width ICA. - John Aldo Lee; Frédéric Vrins; Michel Verleysen (ESANN, 2006)

Discriminacy of the minimum range approach to blind separation of bounded sources. - Dinh-Tuan Pham; Frédéric Vrins (ESANN, 2006)

Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS). - Frédéric Vrins; Deniz Erdogmus; Christian Jutten; Michel Verleysen (ICA, 2006)

Minimum Support ICA Using Order Statistics. Part I: Quasi-range Based Support Estimation. - Frédéric Vrins; Michel Verleysen (ICA, 2006)

Minimum Support ICA Using Order Statistics. Part II: Performance Analysis. - Frédéric Vrins; Michel Verleysen (ICA, 2006)

Is the General Form of Renyi's Entropy a Contrast for Source Separation? - Frédéric Vrins; Dinh-Tuan Pham; Michel Verleysen (ICA, 2007)

Minimum range approach to blind partial simultaneous separation of bounded sources: Contrast and discriminacy properties. - Frédéric Vrins; Dinh-Tuan Pham (Neurocomputing, 2007)

Mixing and Non-Mixing Local Minima of the Entropy Contrast for Blind Source Separation. - Frédéric Vrins; Dinh-Tuan Pham; Michel Verleysen (IEEE Trans. Inf. Theory, 2007)

A Minimum-Range Approach to Blind Extraction of Bounded Sources. - Frédéric Vrins; John Aldo Lee; Michel Verleysen (IEEE Trans. Neural Networks, 2007)

Contrast properties of entropic criteria for blind source separation : a unifying framework based on information-theoretic inequalities/. - Frédéric Vrins (2007)

Blind source separation based on endpoint estimation with application to the MLSP 2006 data competition. - John Aldo Lee; Frédéric Vrins; Michel Verleysen (Neurocomputing, 2008)

On the Risk of Using RÉnyi's Entropy for Blind Source Separation. - Dinh-Tuan Pham; Frédéric Vrins; Michel Verleysen (IEEE Trans. Signal Process., 2008)

Sibuya copulas. - Marius Hofert; Frédéric Vrins (J. Multivar. Anal., 2013)

An Antithetic Approach of Multilevel Richardson-Romberg Extrapolation Estimator for Multidimensional SDES. - Cheikh Mbaye; Gilles Pagès; Frédéric Vrins (NAA, 2016)

Disentangling wrong-way risk: pricing credit valuation adjustment via change of measures. - Damiano Brigo; Frédéric Vrins (Eur. J. Oper. Res., 2018)

Minimum Rényi entropy portfolios. - Nathan Lassance; Frédéric Vrins (Ann. Oper. Res., 2021)

Optimal Portfolio Diversification via Independent Component Analysis. - Nathan Lassance; Victor DeMiguel; Frédéric Vrins (Oper. Res., 2022)

Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria. - Reza Sameni; Frédéric Vrins; Fabienne Parmentier; Christophe Hérail; Vincent Vigneron; Michel Verleysen; Christian Jutten; Mohammad B. Shamsollahi (CoRR, 2023)

Portfolio selection: A target-distribution approach. - Nathan Lassance; Frédéric Vrins (Eur. J. Oper. Res., 2023)

Business cycle and realized losses in the consumer credit industry. - Walter Distaso; Francesco Roccazzella; Frédéric Vrins (Eur. J. Oper. Res., 2025)