High Level Group Analysis of FMRI Data Based on Dirichlet Process Mixture Models. - Bertrand Thirion; Alan Tucholka; Merlin Keller; Philippe Pinel; Alexis Roche; Jean-François Mangin; Jean-Baptiste Poline (IPMI, 2007)

Mixed-effect statistics for group analysis in fMRI: A nonparametric maximum likelihood approach. - Alexis Roche; Sébastien Mériaux; Merlin Keller; Bertrand Thirion (NeuroImage, 2007)

Increased sensitivity in FMRI group analysis using mixed-effect modeling. - Merlin Keller; Alexis Roche (ISBI, 2008)

Anatomically Informed Bayesian Model Selection for fMRI Group Data Analysis. - Merlin Keller; Marc Lavielle; Matthieu Perrot; Alexis Roche (MICCAI (1), 2009)

ICA-based sparse features recovery from FMRI datasets. - Gaël Varoquaux; Merlin Keller; Jean-Baptiste Poline; Philippe Ciuciu; Bertrand Thirion (ISBI, 2010)

Estimation of a quantity of interest in uncertainty analysis: Some help from Bayesian decision theory. - Alberto Pasanisi; Merlin Keller; Eric C. Parent (Reliab. Eng. Syst. Saf., 2012)

A Bayesian Methodology Applied to the Estimation of Earthquake Recurrence Parameters for Seismic Hazard Assessment. - Merlin Keller; Alberto Pasanisi; Marine Marcilhac; Thierry Yalamas; Ramón Secanell; Gloria Senfaute (Qual. Reliab. Eng. Int., 2014)

Bayesian Model Selection for the Validation of Computer Codes. - Guillaume Damblin; Merlin Keller; Pierre Barbillon; Alberto Pasanisi; Eric C. Parent (Qual. Reliab. Eng. Int., 2016)

Adaptive Numerical Designs for the Calibration of Computer Codes. - Guillaume Damblin; Pierre Barbillon; Merlin Keller; Alberto Pasanisi; Eric C. Parent (SIAM/ASA J. Uncertain. Quantification, 2018)

Canonical Moments for Optimal Uncertainty Quantification on a Variety. - Jérôme Stenger; Fabrice Gamboa; Merlin Keller; Bertrand Iooss (GSI, 2019)

Optimization of Quasi-convex Function over Product Measure Sets. - Jérôme Stenger; Fabrice Gamboa; Merlin Keller (SIAM J. Optim., 2021)