papers
Publications (12)
cs.CV2016
EM Algorithms for Weighted-Data Clustering with Application to Audio-Visual Scene Analysis
Israel D. Gebru, Xavier Alameda-Pineda, Florence Forbes +1
stat.AP2013
Spatial risk mapping for rare disease with hidden Markov fields and variational EM
Florence Forbes, Myriam Charras-Garrido, Lamiae Azizi +2
cs.SD2014
Acoustic Space Learning for Sound Source Separation and Localization on Binaural Manifolds
Antoine Deleforge, Florence Forbes, Radu Horaud
stat.AP2015
Physiologically Informed Bayesian Analysis of ASL fMRI Data
Aina Frau-Pascual, Thomas Vincent, Jennifer Sloboda +2
stat.AP2015
Hemodynamically informed parcellation of cerebral FMRI data
Aina Frau-Pascual, Thomas Vincent, Florence Forbes +1
stat.ME2014
Clustering using skewed multivariate heavy tailed distributions with flexible tail behaviour
Darren Wraith, Florence Forbes
stat.AP2012
Fast joint detection-estimation of evoked brain activity in event-related fMRI using a variational approach
Lotfi Chaari, Thomas Vincent, Florence Forbes +2
stat.CO2012
A Component-wise EM Algorithm for Mixtures
Gilles Celeux, Stéphane Chrétien, Florence Forbes
stat.ME2019
Approximation results regarding the multiple-output mixture of linear experts model
Hien D. Nguyen, Faicel Chamroukhi, Florence Forbes
cs.SD2016
Rectified binaural ratio: A complex T-distributed feature for robust sound localization
Antoine Deleforge, Florence Forbes
stat.AP2015
Hyper-Spectral Image Analysis with Partially-Latent Regression and Spatial Markov Dependencies
Antoine Deleforge, Florence Forbes, Sileye Ba +1
cs.LG2013
High-Dimensional Regression with Gaussian Mixtures and Partially-Latent Response Variables
Antoine Deleforge, Florence Forbes, Radu Horaud