| 2026 | ESANN | Clagging: Generating and combining predictions using clustering. | Arnaud Germain, Frdric Vrins |
| 2026 | ESANN | Optimal Training of the Online Newton Algorithm based on Conformal CUSUM. | Thomas Grava, Frdric Vrins |
| 2006 | ESANN | Non-orthogonal Support Width ICA. | John Aldo Lee, Frdric Vrins, Michel Verleysen |
| 2006 | ESANN | Discriminacy of the minimum range approach to blind separation of bounded sources. | Dinh-Tuan Pham, Frdric Vrins |
| 2005 | ICASSP | SWM: a class of convex contrasts for source separation. | Frdric Vrins, Michel Verleysen, Christian Jutten |
| 2005 | IWANN | Filtering-Free Blind Separation of Correlated Images. | Frdric Vrins, John Aldo Lee, Michel Verleysen |
| 2004 | ESANN | Flexible and Robust Bayesian Classification by Finite Mixture Models. | Cdric Archambeau, Frdric Vrins, Michel Verleysen |
| 2004 | ESANN | HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems. | Silvia Chiappa, Nicolas Donckers, Samy Bengio, Frdric Vrins |
| 2004 | ESANN | Towards a Local Separation Performances Estimator Using Common ICA Contrast Functions? | Frdric Vrins, Cdric Archambeau, Michel Verleysen |