216 citations · 552 across the 14 of their papers we have counts for
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stat.AP2013★ 15 cited
Spatial risk mapping for rare disease with hidden Markov fields and variational EM
Florence Forbes, Myriam Charras-Garrido, Lamiae Azizi +2
Current risk mapping models for pooled data focus on the estimated risk for each geographical unit. A risk classification, that is, grouping of geographical units with similar risk…
cs.LG2013★ 64 cited
High-Dimensional Regression with Gaussian Mixtures and Partially-Latent Response Variables
Antoine Deleforge, Florence Forbes, Radu Horaud
In this work we address the problem of approximating high-dimensional data with a low-dimensional representation. We make the following contributions. We propose an inverse regress…